Bad Writing Habits
Detects common prose quality anti-patterns in AI-generated creative writing, including passive voice, past progressive overuse, weak dialogue tags, filter words, purple prose, cliches, AI-ism words/adverbs/names, and more.
Performance Score Distribution (Top 20)
Click a model name to view its detail page.
Price-Performance Score Distribution (Top 20)
Click a model name to view its detail page.
| Score | Cost | Time | ||
|---|---|---|---|---|
| GPT-5.6 Luna | 88% | $0.015 | 15.8s | |
| GPT-5.6 Luna (Reasoning) | 88% | $0.017 | 18.0s | |
| GPT-5.4 Mini | 87% | $0.015 | 16.8s | |
| GPT-5.4 Mini (Reasoning, Low) | 87% | $0.015 | 16.8s | |
| GPT-5.6 Terra (Reasoning) | 89% | $0.044 | 35.2s | |
| Muse Spark 1.1 (Reasoning, Medium) | 87% | $0.015 | 23.9s | |
| GPT-5.4 Mini (Reasoning) | 88% | $0.022 | 28.1s | |
| GPT-5.6 Terra | 89% | $0.046 | 36.9s | |
| Muse Spark 1.1 (Reasoning, Minimal) | 86% | $0.012 | 19.2s | |
| GPT-5.4 | 90% | $0.049 | 1.4m | |
| GPT-5.4 (Reasoning, Low) | 90% | $0.055 | 1.4m | |
| Writer: Palmyra X5 | 84% | $0.011 | 22.0s | |
| Gemini 3.5 Flash Lite (Reasoning) | 82% | $0.0035 | 6.6s | |
| Grok 4.5 (Reasoning, Low) | 86% | $0.018 | 1.1m | |
| Qwen 3.6 Flash | 84% | $0.010 | 41.4s | |
| Z.AI GLM 5 Turbo | 84% | $0.0081 | 33.2s | |
| Qwen3 235B A22B Instruct 2507 | 85% | $0.0011 | 59.2s | |
| Gemini 3.5 Flash Lite (Reasoning, Minimal) | 82% | $0.0035 | 6.3s | |
| Grok 4.3 | 82% | $0.0069 | 30.5s | |
| Grok 4.20 | 83% | $0.0093 | 45.7s | |
Cost vs Performance
Compares total cost for this test against the test score. Quadrant lines are drawn at the median values. Only models with available cost data are shown.
1 low-scoring outlier hidden: Nemotron 3 Nano (65.7%).
Most Stable Models (Top 20)
Ranked by stability (median × consistency). Click a model name to view its detail page.
| Score | Consistency | Stability | ||
|---|---|---|---|---|
| GPT-5.5 (Reasoning) | 89% | 96% | 86% | |
| GPT-5.6 Terra | 89% | 96% | 86% | |
| GPT-5.5 | 89% | 96% | 85% | |
| GPT-5.4 | 90% | 94% | 85% | |
| GPT-5.6 Sol | 89% | 96% | 85% | |
| GPT-5.6 Luna | 88% | 97% | 85% | |
| GPT-5.6 Sol (Reasoning) | 89% | 95% | 85% | |
| GPT-5.5 (Reasoning, Low) | 89% | 95% | 85% | |
| GPT-5.4 (Reasoning, Low) | 90% | 94% | 85% | |
| GPT-5.6 Terra (Reasoning) | 89% | 95% | 85% | |
| GPT-5.4 (Reasoning) | 90% | 94% | 85% | |
| GPT-5.6 Luna (Reasoning) | 88% | 96% | 85% | |
| GPT-5.4 Mini | 87% | 95% | 83% | |
| GPT-5.4 Mini (Reasoning, Low) | 87% | 95% | 82% | |
| GPT-5.4 Mini (Reasoning) | 88% | 94% | 82% | |
| Qwen3.6 Max Preview | 86% | 93% | 81% | |
| GPT-5.1 | 86% | 93% | 80% | |
| Claude Opus 5 (Reasoning, Low) | 87% | 91% | 79% | |
| Claude Opus 5 | 87% | 91% | 79% | |
| Muse Spark 1.1 (Reasoning, Medium) | 87% | 91% | 79% | |
Top Overall Models (Top 20)
Ranked by composite score (performance, cost, speed & stability). Click a model name to view its detail page.
| Score | Cost | Speed | Stability | ||
|---|---|---|---|---|---|
| GPT-5.6 Luna | 88% | $0.015 | 15.8s | 85% | |
| GPT-5.6 Luna (Reasoning) | 88% | $0.017 | 18.0s | 85% | |
| GPT-5.4 Mini | 87% | $0.015 | 16.8s | 83% | |
| GPT-5.6 Terra | 89% | $0.046 | 36.9s | 86% | |
| GPT-5.6 Terra (Reasoning) | 89% | $0.044 | 35.2s | 85% | |
| GPT-5.4 Mini (Reasoning, Low) | 87% | $0.015 | 16.8s | 82% | |
| GPT-5.4 Mini (Reasoning) | 88% | $0.022 | 28.1s | 82% | |
| GPT-5.4 | 90% | $0.049 | 1.4m | 85% | |
| Muse Spark 1.1 (Reasoning, Medium) | 87% | $0.015 | 23.9s | 79% | |
| Muse Spark 1.1 (Reasoning, Minimal) | 86% | $0.012 | 19.2s | 79% | |
| GPT-5.4 (Reasoning, Low) | 90% | $0.055 | 1.4m | 85% | |
| Grok 4.5 (Reasoning, Low) | 86% | $0.018 | 1.1m | 79% | |
| Qwen3 235B A22B Instruct 2507 | 85% | $0.0011 | 59.2s | 77% | |
| Qwen 3.6 Flash | 84% | $0.010 | 41.4s | 77% | |
| Writer: Palmyra X5 | 84% | $0.011 | 22.0s | 76% | |
| Z.AI GLM 5 Turbo | 84% | $0.0081 | 33.2s | 76% | |
| GPT-5.6 Sol | 89% | $0.105 | 1.2m | 85% | |
| Gemini 3.5 Flash Lite (Reasoning, Minimal) | 82% | $0.0035 | 6.3s | 75% | |
| GPT-5.6 Sol (Reasoning) | 89% | $0.108 | 1.2m | 85% | |
| Qwen 3.6 35B | 84% | $0.0083 | 1.0m | 77% | |
| genre | Novelcrafter Default Prompt | Detailed Writing Rules | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Model | Total ▼ | Literary fiction: old friends reunite | Thriller: chase through city streets | Romance: separated couple reunites | Fantasy: entering an ancient ruin | Mystery: examining a crime scene | Horror: alone in an eerie place at night | Literary fiction: old friends reunite | Thriller: chase through city streets | Romance: separated couple reunites | Fantasy: entering an ancient ruin | Mystery: examining a crime scene | Horror: alone in an eerie place at night | Literary fiction: old friends reunite | Thriller: chase through city streets | Romance: separated couple reunites | Fantasy: entering an ancient ruin | Mystery: examining a crime scene | Horror: alone in an eerie place at night |
| GPT-5.4 | 90% | 89% | 92% | 92% | 84% | 92% | 88% | 88% | 92% | 89% | 90% | 91% | 90% | 91% | 93% | 92% | 89% | 92% | 90% |
| GPT-5.4 (Reasoning) | 90% | 88% | 91% | 91% | 89% | 92% | 88% | 86% | 93% | 89% | 90% | 93% | 92% | 87% | 91% | 88% | 92% | 91% | 93% |
| GPT-5.4 (Reasoning, Low) | 90% | 89% | 91% | 90% | 86% | 91% | 86% | 86% | 93% | 90% | 90% | 89% | 90% | 88% | 91% | 92% | 89% | 93% | 90% |
| GPT-5.6 Sol (Reasoning) | 89% | 91% | 91% | 91% | 91% | 90% | 88% | 88% | 87% | 87% | 89% | 88% | 93% | 88% | 90% | 89% | 89% | 88% | 91% |
| GPT-5.6 Terra | 89% | 89% | 91% | 90% | 90% | 90% | 91% | 88% | 88% | 88% | 88% | 88% | 90% | 88% | 90% | 89% | 90% | 89% | 91% |
| GPT-5.6 Terra (Reasoning) | 89% | 89% | 92% | 91% | 89% | 91% | 88% | 87% | 89% | 88% | 88% | 88% | 89% | 88% | 90% | 89% | 89% | 88% | 90% |
| GPT-5.5 | 89% | 90% | 91% | 90% | 87% | 91% | 86% | 87% | 89% | 90% | 88% | 89% | 90% | 88% | 90% | 89% | 90% | 90% | 91% |
| GPT-5.5 (Reasoning, Low) | 89% | 89% | 90% | 90% | 90% | 90% | 89% | 87% | 90% | 89% | 89% | 87% | 91% | 88% | 90% | 88% | 88% | 89% | 91% |
| GPT-5.6 Sol | 89% | 91% | 91% | 89% | 92% | 89% | 89% | 86% | 88% | 87% | 89% | 89% | 91% | 88% | 89% | 88% | 89% | 88% | 92% |
| GPT-5.5 (Reasoning) | 89% | 88% | 90% | 89% | 89% | 90% | 88% | 88% | 90% | 88% | 88% | 88% | 91% | 87% | 90% | 89% | 88% | 89% | 92% |
| GPT-5.6 Luna (Reasoning) | 88% | 88% | 90% | 90% | 89% | 91% | 88% | 87% | 88% | 87% | 88% | 87% | 87% | 89% | 89% | 89% | 89% | 87% | 88% |
| GPT-5.6 Luna | 88% | 90% | 89% | 88% | 89% | 88% | 88% | 88% | 87% | 87% | 87% | 86% | 87% | 86% | 89% | 89% | 88% | 88% | 88% |
| GPT-5.4 Mini (Reasoning) | 88% | 86% | 90% | 89% | 84% | 89% | 85% | 84% | 90% | 87% | 85% | 89% | 86% | 87% | 90% | 87% | 87% | 90% | 90% |
| Claude Opus 5 (Reasoning, Low) | 87% | 85% | 86% | 82% | 86% | 85% | 84% | 85% | 87% | 82% | 86% | 90% | 86% | 87% | 93% | 88% | 93% | 93% | 94% |
| GPT-5.4 Mini | 87% | 88% | 89% | 88% | 83% | 89% | 86% | 87% | 87% | 90% | 86% | 87% | 85% | 88% | 88% | 89% | 86% | 89% | 86% |
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Detailed Writing Rules
Literary fiction: old friends reunite
Performance Score Distribution (Top 20)
Click a model name to view its detail page.
Price-Performance Score Distribution (Top 20)
Click a model name to view its detail page.
| Score | Cost | Time | ||
|---|---|---|---|---|
| Qwen3 235B A22B Instruct 2507 | 89% | $0.0013 | 1.2m | |
| Writer: Palmyra X5 | 90% | $0.014 | 23.9s | |
| GPT-5.6 Luna (Reasoning) | 89% | $0.017 | 16.8s | |
| Mistral Medium 3.1 | 87% | $0.0052 | 38.3s | |
| Grok 4.20 | 88% | $0.011 | 48.0s | |
| Mistral Small 4 (Reasoning) | 85% | $0.0025 | 29.1s | |
| Qwen 3 32B | 86% | $0.0019 | 1.7m | |
| DeepSeek V3 (2025-03-24) | 85% | $0.0018 | 38.5s | |
| GPT-5.4 Mini | 88% | $0.015 | 16.1s | |
| DeepSeek V4 Pro | 88% | $0.0043 | 49.6s | |
| Z.AI GLM 5 | 88% | $0.011 | 1.1m | |
| Muse Spark 1.1 (Reasoning, Minimal) | 85% | $0.014 | 18.2s | |
| Hermes 3 405B | 85% | $0.0054 | 35.9s | |
| MiniMax M2.7 | 86% | $0.0040 | 1.3m | |
| ByteDance Seed 1.6 Flash | 84% | $0.0014 | 27.7s | |
| Mistral Small 4 | 84% | $0.0022 | 26.2s | |
| GPT-5.4 Nano (Reasoning, Low) | 84% | $0.0044 | 18.2s | |
| GPT-5.4 Nano | 84% | $0.0051 | 18.4s | |
| GPT-5.6 Luna | 86% | $0.014 | 15.6s | |
| Gemini 3.5 Flash Lite (Reasoning) | 84% | $0.0046 | 7.2s | |
Most Stable Models (Top 20)
Ranked by stability (median × consistency). Click a model name to view its detail page.
| Score | Consistency | Stability | ||
|---|---|---|---|---|
| Claude Opus 4 | 92% | 96% | 89% | |
| GPT-5.5 | 88% | 99% | 87% | |
| GPT-5.6 Luna (Reasoning) | 89% | 98% | 87% | |
| Qwen3 235B A22B Instruct 2507 | 89% | 96% | 86% | |
| Grok 4.20 (Reasoning) | 88% | 98% | 86% | |
| Claude Opus 4.8 (Reasoning, Low) | 88% | 98% | 86% | |
| Writer: Palmyra X5 | 90% | 96% | 86% | |
| Claude Opus 5 (Reasoning) | 89% | 97% | 86% | |
| GPT-5.4 | 91% | 94% | 86% | |
| GPT-5.6 Terra | 88% | 97% | 86% | |
| GPT-5.4 (Reasoning, Low) | 88% | 97% | 85% | |
| GPT-5.5 (Reasoning, Low) | 88% | 97% | 85% | |
| MoonshotAI: Kimi K3 (Reasoning, High) | 88% | 95% | 85% | |
| GPT-5.6 Terra (Reasoning) | 88% | 97% | 85% | |
| GPT-5.4 Mini (Reasoning) | 87% | 97% | 85% | |
| Z.AI GLM 5 | 88% | 97% | 85% | |
| Grok 4.5 (Reasoning, High) | 88% | 96% | 85% | |
| GPT-5.6 Sol | 88% | 96% | 85% | |
| GPT-5.6 Sol (Reasoning) | 88% | 96% | 85% | |
| DeepSeek V4 Pro (Reasoning) | 87% | 96% | 84% | |
Top Overall Models (Top 20)
Ranked by composite score (performance, cost, speed & stability). Click a model name to view its detail page.
| Score | Cost | Speed | Stability | ||
|---|---|---|---|---|---|
| Writer: Palmyra X5 | 90% | $0.014 | 23.9s | 86% | |
| GPT-5.6 Luna (Reasoning) | 89% | $0.017 | 16.8s | 87% | |
| Qwen3 235B A22B Instruct 2507 | 89% | $0.0013 | 1.2m | 86% | |
| GPT-5.4 Mini | 88% | $0.015 | 16.1s | 83% | |
| Grok 4.20 | 88% | $0.011 | 48.0s | 84% | |
| GPT-5.6 Terra | 88% | $0.039 | 32.3s | 86% | |
| GPT-5.4 | 91% | $0.049 | 1.4m | 86% | |
| Z.AI GLM 5 | 88% | $0.011 | 1.1m | 85% | |
| Grok 4.20 (Reasoning) | 88% | $0.021 | 1.8m | 86% | |
| GPT-5.6 Terra (Reasoning) | 88% | $0.042 | 32.6s | 85% | |
| GPT-5.4 Mini (Reasoning) | 87% | $0.030 | 32.6s | 85% | |
| DeepSeek V4 Pro | 88% | $0.0043 | 49.6s | 81% | |
| Mistral Medium 3.1 | 87% | $0.0052 | 38.3s | 81% | |
| GPT-5.6 Luna | 86% | $0.014 | 15.6s | 82% | |
| MoonshotAI: Kimi K3 (Reasoning, Low) | 87% | $0.030 | 1.1m | 84% | |
| Mistral Small 4 (Reasoning) | 85% | $0.0025 | 29.1s | 82% | |
| Mistral Large 2 | 86% | $0.018 | 32.8s | 82% | |
| GPT-5.4 Mini (Reasoning, Low) | 86% | $0.015 | 15.7s | 81% | |
| MiniMax M2.7 | 86% | $0.0040 | 1.3m | 83% | |
| DeepSeek V3 (2025-03-24) | 85% | $0.0018 | 38.5s | 81% | |
Thriller: chase through city streets
Performance Score Distribution (Top 20)
Click a model name to view its detail page.
Price-Performance Score Distribution (Top 20)
Click a model name to view its detail page.
| Score | Cost | Time | ||
|---|---|---|---|---|
| Z.AI GLM 5 Turbo | 90% | $0.0078 | 26.6s | |
| DeepSeek V4 Pro | 86% | $0.0050 | 50.1s | |
| Muse Spark 1.1 (Reasoning, Minimal) | 90% | $0.014 | 18.7s | |
| Writer: Palmyra X5 | 90% | $0.011 | 18.7s | |
| Qwen3 235B A22B Instruct 2507 | 91% | $0.0014 | 59.9s | |
| DeepSeek V4 Flash | 88% | $0.0007 | 26.2s | |
| DeepSeek V4 Flash (Reasoning) | 89% | $0.0005 | 21.4s | |
| Muse Spark 1.1 (Reasoning, Medium) | 91% | $0.016 | 24.8s | |
| Xiaomi MIMO v2.5 Pro | 89% | $0.0081 | 44.9s | |
| MoonshotAI: Kimi K3 (Reasoning, Low) | 92% | $0.026 | 1.0m | |
| Z.AI GLM 5 | 91% | $0.0075 | 44.3s | |
| GPT-5.6 Luna (Reasoning) | 89% | $0.016 | 16.9s | |
| MoonshotAI: Kimi K3 (Reasoning, High) | 93% | $0.038 | 1.6m | |
| GPT-5.4 Mini (Reasoning) | 90% | $0.023 | 28.1s | |
| GPT-5.6 Luna | 89% | $0.014 | 14.4s | |
| GPT-5.4 Mini (Reasoning, Low) | 89% | $0.014 | 16.8s | |
| Z.AI GLM 5.2 (Reasoning, High) | 89% | $0.011 | 57.5s | |
| GPT-5.4 Mini | 88% | $0.015 | 16.7s | |
| Grok 4.5 (Reasoning, High) | 92% | $0.031 | 1.4m | |
| Qwen 3.6 Flash | 87% | $0.012 | 47.6s | |
Most Stable Models (Top 20)
Ranked by stability (median × consistency). Click a model name to view its detail page.
| Score | Consistency | Stability | ||
|---|---|---|---|---|
| GPT-5.4 | 93% | 99% | 91% | |
| Claude Opus 5 (Reasoning) | 94% | 96% | 90% | |
| Qwen3 235B A22B Instruct 2507 | 91% | 98% | 90% | |
| MoonshotAI: Kimi K3 (Reasoning, Low) | 92% | 97% | 90% | |
| GPT-5.5 (Reasoning) | 90% | 99% | 90% | |
| GPT-5.4 (Reasoning, Low) | 91% | 97% | 89% | |
| Claude Opus 5 (Reasoning, Low) | 93% | 94% | 89% | |
| GPT-5.4 (Reasoning) | 91% | 98% | 89% | |
| GPT-5.6 Terra (Reasoning) | 90% | 97% | 88% | |
| Grok 4.5 (Reasoning, High) | 92% | 96% | 88% | |
| Claude Opus 4.8 (Reasoning, Low) | 90% | 97% | 88% | |
| GPT-5.6 Luna (Reasoning) | 89% | 98% | 88% | |
| GPT-5.5 | 90% | 96% | 87% | |
| Qwen 3.5 397B A17B | 91% | 96% | 87% | |
| Writer: Palmyra X5 | 90% | 96% | 87% | |
| Z.AI GLM 5.1 | 89% | 98% | 87% | |
| GPT-5.4 Mini | 88% | 99% | 87% | |
| GPT-5.4 Mini (Reasoning) | 90% | 97% | 87% | |
| GPT-5.5 (Reasoning, Low) | 90% | 97% | 87% | |
| Xiaomi MIMO v2.5 Pro | 89% | 96% | 87% | |
Top Overall Models (Top 20)
Ranked by composite score (performance, cost, speed & stability). Click a model name to view its detail page.
| Score | Cost | Speed | Stability | ||
|---|---|---|---|---|---|
| Qwen3 235B A22B Instruct 2507 | 91% | $0.0014 | 59.9s | 90% | |
| MoonshotAI: Kimi K3 (Reasoning, Low) | 92% | $0.026 | 1.0m | 90% | |
| GPT-5.4 | 93% | $0.046 | 1.4m | 91% | |
| Writer: Palmyra X5 | 90% | $0.011 | 18.7s | 87% | |
| Z.AI GLM 5 Turbo | 90% | $0.0078 | 26.6s | 86% | |
| Muse Spark 1.1 (Reasoning, Medium) | 91% | $0.016 | 24.8s | 86% | |
| GPT-5.6 Luna (Reasoning) | 89% | $0.016 | 16.9s | 88% | |
| Z.AI GLM 5 | 91% | $0.0075 | 44.3s | 86% | |
| Grok 4.5 (Reasoning, High) | 92% | $0.031 | 1.4m | 88% | |
| GPT-5.4 Mini (Reasoning) | 90% | $0.023 | 28.1s | 87% | |
| GPT-5.6 Terra (Reasoning) | 90% | $0.040 | 33.9s | 88% | |
| Muse Spark 1.1 (Reasoning, Minimal) | 90% | $0.014 | 18.7s | 85% | |
| GPT-5.4 (Reasoning, Low) | 91% | $0.050 | 1.2m | 89% | |
| DeepSeek V4 Flash (Reasoning) | 89% | $0.0005 | 21.4s | 84% | |
| Xiaomi MIMO v2.5 Pro | 89% | $0.0081 | 44.9s | 87% | |
| GPT-5.4 Mini | 88% | $0.015 | 16.7s | 87% | |
| GPT-5.4 Mini (Reasoning, Low) | 89% | $0.014 | 16.8s | 86% | |
| GPT-5.6 Luna | 89% | $0.014 | 14.4s | 86% | |
| Z.AI GLM 5.2 (Reasoning, High) | 89% | $0.011 | 57.5s | 86% | |
| GPT-5.6 Terra | 90% | $0.037 | 31.6s | 86% | |
Romance: separated couple reunites
Performance Score Distribution (Top 20)
Click a model name to view its detail page.
Price-Performance Score Distribution (Top 20)
Click a model name to view its detail page.
| Score | Cost | Time | ||
|---|---|---|---|---|
| Writer: Palmyra X5 | 90% | $0.013 | 22.8s | |
| Z.AI GLM 5.2 (Reasoning, High) | 90% | $0.012 | 57.5s | |
| Grok 4.5 (Reasoning, Low) | 90% | $0.019 | 50.7s | |
| GPT-5.6 Luna | 89% | $0.016 | 18.9s | |
| GPT-5.4 (Reasoning, Low) | 92% | $0.056 | 1.3m | |
| Muse Spark 1.1 (Reasoning, Medium) | 88% | $0.016 | 22.4s | |
| GPT-5.4 Mini | 89% | $0.014 | 15.7s | |
| GPT-5.4 Mini (Reasoning, Low) | 88% | $0.014 | 16.1s | |
| GPT-5.6 Luna (Reasoning) | 89% | $0.017 | 19.0s | |
| Gemini 3.5 Flash Lite (Reasoning, Minimal) | 87% | $0.0041 | 6.1s | |
| GPT-5.4 | 92% | $0.051 | 1.3m | |
| GPT-5.6 Terra | 89% | $0.038 | 28.7s | |
| DeepSeek V4 Flash (Reasoning) | 88% | $0.0007 | 25.0s | |
| Grok 4.20 | 87% | $0.011 | 46.5s | |
| Grok 4.20 (Reasoning) | 87% | $0.014 | 1.0m | |
| GPT-5.6 Terra (Reasoning) | 89% | $0.043 | 32.8s | |
| Claude Sonnet 4 | 88% | $0.045 | 54.2s | |
| DeepSeek V4 Flash | 86% | $0.0005 | 17.3s | |
| Hermes 3 405B | 84% | $0.0054 | 49.2s | |
| DeepSeek V4 Pro | 88% | $0.0027 | 1.1m | |
Most Stable Models (Top 20)
Ranked by stability (median × consistency). Click a model name to view its detail page.
| Score | Consistency | Stability | ||
|---|---|---|---|---|
| GPT-5.4 (Reasoning, Low) | 92% | 97% | 89% | |
| GPT-5.4 | 92% | 95% | 88% | |
| GPT-5.6 Sol | 88% | 99% | 88% | |
| GPT-5.6 Terra | 89% | 98% | 87% | |
| GPT-5.5 (Reasoning) | 89% | 98% | 87% | |
| DeepSeek V4 Pro | 88% | 99% | 87% | |
| GPT-5.5 (Reasoning, Low) | 88% | 97% | 87% | |
| GPT-5.6 Luna (Reasoning) | 89% | 98% | 86% | |
| GPT-5.5 | 89% | 97% | 86% | |
| GPT-5.6 Luna | 89% | 97% | 86% | |
| GPT-5.4 Mini | 89% | 97% | 86% | |
| Claude Opus 5 (Reasoning, Low) | 88% | 98% | 86% | |
| Muse Spark 1.1 (Reasoning, Medium) | 88% | 96% | 86% | |
| Writer: Palmyra X5 | 90% | 95% | 85% | |
| GPT-5.6 Sol (Reasoning) | 89% | 96% | 85% | |
| Qwen 3.5 397B A17B | 87% | 98% | 85% | |
| GPT-5.6 Terra (Reasoning) | 89% | 96% | 85% | |
| Claude Opus 4.6 (Reasoning) | 89% | 95% | 85% | |
| GPT-5.4 Mini (Reasoning, Low) | 88% | 96% | 85% | |
| GPT-5.4 Mini (Reasoning) | 87% | 98% | 85% | |
Top Overall Models (Top 20)
Ranked by composite score (performance, cost, speed & stability). Click a model name to view its detail page.
| Score | Cost | Speed | Stability | ||
|---|---|---|---|---|---|
| GPT-5.4 (Reasoning, Low) | 92% | $0.056 | 1.3m | 89% | |
| Writer: Palmyra X5 | 90% | $0.013 | 22.8s | 85% | |
| GPT-5.4 Mini | 89% | $0.014 | 15.7s | 86% | |
| GPT-5.6 Luna | 89% | $0.016 | 18.9s | 86% | |
| GPT-5.6 Luna (Reasoning) | 89% | $0.017 | 19.0s | 86% | |
| GPT-5.6 Terra | 89% | $0.038 | 28.7s | 87% | |
| GPT-5.4 | 92% | $0.051 | 1.3m | 88% | |
| Muse Spark 1.1 (Reasoning, Medium) | 88% | $0.016 | 22.4s | 86% | |
| GPT-5.4 Mini (Reasoning, Low) | 88% | $0.014 | 16.1s | 85% | |
| Z.AI GLM 5.2 (Reasoning, High) | 90% | $0.012 | 57.5s | 84% | |
| DeepSeek V4 Pro | 88% | $0.0027 | 1.1m | 87% | |
| DeepSeek V4 Flash (Reasoning) | 88% | $0.0007 | 25.0s | 83% | |
| GPT-5.6 Terra (Reasoning) | 89% | $0.043 | 32.8s | 85% | |
| Gemini 3.5 Flash Lite (Reasoning, Minimal) | 87% | $0.0041 | 6.1s | 84% | |
| GPT-5.4 Mini (Reasoning) | 87% | $0.022 | 26.8s | 85% | |
| Grok 4.5 (Reasoning, Low) | 90% | $0.019 | 50.7s | 82% | |
| Qwen3 235B A22B Instruct 2507 | 87% | $0.0011 | 49.4s | 83% | |
| Grok 4.20 | 87% | $0.011 | 46.5s | 83% | |
| Xiaomi MIMO v2.5 Pro | 87% | $0.013 | 1.2m | 84% | |
| GPT-5.6 Sol | 88% | $0.093 | 56.9s | 88% | |
Fantasy: entering an ancient ruin
Performance Score Distribution (Top 20)
Click a model name to view its detail page.
Price-Performance Score Distribution (Top 20)
Click a model name to view its detail page.
| Score | Cost | Time | ||
|---|---|---|---|---|
| GPT-5.6 Luna (Reasoning) | 89% | $0.017 | 16.3s | |
| GPT-5.6 Luna | 88% | $0.014 | 15.0s | |
| GPT-5.4 Mini (Reasoning) | 87% | $0.018 | 22.3s | |
| GPT-5.4 Mini (Reasoning, Low) | 87% | $0.014 | 16.2s | |
| Z.AI GLM 5.2 (Reasoning, High) | 88% | $0.013 | 1.1m | |
| GPT-5.4 Mini | 86% | $0.016 | 17.1s | |
| Muse Spark 1.1 (Reasoning, Medium) | 89% | $0.017 | 23.0s | |
| GPT-5.6 Terra | 90% | $0.040 | 32.3s | |
| Gemini 3.5 Flash Lite (Reasoning) | 83% | $0.0039 | 11.1s | |
| GPT-5.4 | 89% | $0.039 | 1.2m | |
| GPT-5.6 Terra (Reasoning) | 89% | $0.045 | 33.5s | |
| Z.AI GLM 5 Turbo | 85% | $0.0090 | 25.9s | |
| Aion 3.0 Mini | 83% | $0.0076 | 1.2m | |
| MoonshotAI: Kimi K3 (Reasoning, Low) | 88% | $0.030 | 1.1m | |
| Muse Spark 1.1 (Reasoning, Minimal) | 85% | $0.015 | 19.2s | |
| Grok 4.5 (Reasoning, Low) | 87% | $0.022 | 53.9s | |
| Qwen 3.6 Flash | 83% | $0.010 | 39.2s | |
| GPT-5.4 (Reasoning, Low) | 89% | $0.056 | 1.3m | |
| Claude Sonnet 4.6 | 87% | $0.040 | 37.2s | |
| Writer: Palmyra X5 | 84% | $0.013 | 22.1s | |
Most Stable Models (Top 20)
Ranked by stability (median × consistency). Click a model name to view its detail page.
| Score | Consistency | Stability | ||
|---|---|---|---|---|
| GPT-5.4 (Reasoning) | 92% | 98% | 90% | |
| Claude Opus 5 (Reasoning) | 93% | 97% | 90% | |
| Claude Opus 5 (Reasoning, Low) | 93% | 97% | 90% | |
| GPT-5.6 Terra (Reasoning) | 89% | 99% | 88% | |
| GPT-5.6 Sol | 89% | 99% | 88% | |
| GPT-5.5 | 90% | 97% | 88% | |
| GPT-5.4 | 89% | 97% | 88% | |
| Claude Opus 5 | 92% | 95% | 87% | |
| GPT-5.6 Terra | 90% | 97% | 87% | |
| GPT-5.5 (Reasoning, Low) | 88% | 98% | 87% | |
| GPT-5.6 Sol (Reasoning) | 89% | 97% | 87% | |
| GPT-5.6 Luna | 88% | 99% | 87% | |
| GPT-5.5 (Reasoning) | 88% | 97% | 86% | |
| Z.AI GLM 5.2 (Reasoning, High) | 88% | 97% | 85% | |
| MoonshotAI: Kimi K3 (Reasoning, High) | 89% | 96% | 85% | |
| GPT-5.6 Luna (Reasoning) | 89% | 95% | 85% | |
| GPT-5.1 | 86% | 98% | 85% | |
| GPT-5.4 (Reasoning, Low) | 89% | 92% | 84% | |
| GPT-5.4 Mini (Reasoning, Low) | 87% | 96% | 84% | |
| MoonshotAI: Kimi K3 (Reasoning, Low) | 88% | 95% | 84% | |
Top Overall Models (Top 20)
Ranked by composite score (performance, cost, speed & stability). Click a model name to view its detail page.
| Score | Cost | Speed | Stability | ||
|---|---|---|---|---|---|
| GPT-5.6 Luna | 88% | $0.014 | 15.0s | 87% | |
| GPT-5.6 Terra (Reasoning) | 89% | $0.045 | 33.5s | 88% | |
| GPT-5.6 Luna (Reasoning) | 89% | $0.017 | 16.3s | 85% | |
| GPT-5.6 Terra | 90% | $0.040 | 32.3s | 87% | |
| GPT-5.4 Mini (Reasoning, Low) | 87% | $0.014 | 16.2s | 84% | |
| Muse Spark 1.1 (Reasoning, Medium) | 89% | $0.017 | 23.0s | 83% | |
| GPT-5.4 | 89% | $0.039 | 1.2m | 88% | |
| Z.AI GLM 5.2 (Reasoning, High) | 88% | $0.013 | 1.1m | 85% | |
| Claude Opus 5 | 92% | $0.101 | 49.9s | 87% | |
| Claude Opus 5 (Reasoning, Low) | 93% | $0.125 | 1.1m | 90% | |
| GPT-5.4 Mini (Reasoning) | 87% | $0.018 | 22.3s | 81% | |
| MoonshotAI: Kimi K3 (Reasoning, Low) | 88% | $0.030 | 1.1m | 84% | |
| GPT-5.4 (Reasoning) | 92% | $0.081 | 2.3m | 90% | |
| GPT-5.4 Mini | 86% | $0.016 | 17.1s | 81% | |
| Claude Sonnet 4.6 | 87% | $0.040 | 37.2s | 84% | |
| Claude Opus 5 (Reasoning) | 93% | $0.133 | 1.2m | 90% | |
| GPT-5.6 Sol | 89% | $0.091 | 57.8s | 88% | |
| Grok 4.5 (Reasoning, Low) | 87% | $0.022 | 53.9s | 82% | |
| Claude Sonnet 4.5 | 87% | $0.045 | 39.5s | 83% | |
| Z.AI GLM 5 Turbo | 85% | $0.0090 | 25.9s | 80% | |
Mystery: examining a crime scene
Performance Score Distribution (Top 20)
Click a model name to view its detail page.
Price-Performance Score Distribution (Top 20)
Click a model name to view its detail page.
| Score | Cost | Time | ||
|---|---|---|---|---|
| Z.AI GLM 5.2 (Reasoning, High) | 90% | $0.011 | 57.3s | |
| DeepSeek V4 Flash (Reasoning) | 89% | $0.0008 | 29.5s | |
| GPT-5.4 Mini | 89% | $0.014 | 15.4s | |
| GPT-5.4 Mini (Reasoning) | 90% | $0.026 | 33.4s | |
| GPT-5.6 Luna | 88% | $0.012 | 14.5s | |
| DeepSeek V4 Flash | 88% | $0.0006 | 24.0s | |
| MoonshotAI: Kimi K3 (Reasoning, Low) | 92% | $0.027 | 1.1m | |
| GPT-5.4 Mini (Reasoning, Low) | 88% | $0.014 | 15.7s | |
| Writer: Palmyra X5 | 89% | $0.013 | 21.6s | |
| Grok 4.3 | 87% | $0.0080 | 21.7s | |
| Qwen 3.6 Flash | 88% | $0.012 | 45.2s | |
| Grok 4.5 (Reasoning, Low) | 90% | $0.017 | 1.5m | |
| GPT-5.6 Luna (Reasoning) | 87% | $0.016 | 18.1s | |
| Z.AI GLM 5 Turbo | 88% | $0.0088 | 33.3s | |
| Qwen3 235B A22B Instruct 2507 | 87% | $0.0011 | 47.2s | |
| GPT-5.4 (Reasoning, Low) | 93% | $0.054 | 1.2m | |
| Claude Haiku 4.5 | 87% | $0.015 | 23.7s | |
| Xiaomi MIMO v2.5 Pro | 88% | $0.0093 | 54.2s | |
| Z.AI GLM 5.1 | 88% | $0.017 | 1.1m | |
| GPT-5.6 Terra | 89% | $0.037 | 29.2s | |
Most Stable Models (Top 20)
Ranked by stability (median × consistency). Click a model name to view its detail page.
| Score | Consistency | Stability | ||
|---|---|---|---|---|
| GPT-5.4 (Reasoning, Low) | 93% | 98% | 91% | |
| Claude Opus 5 (Reasoning) | 92% | 97% | 90% | |
| GPT-5.4 Mini (Reasoning) | 90% | 99% | 90% | |
| GPT-5.1 | 90% | 99% | 89% | |
| Claude Opus 4.7 (Reasoning) | 92% | 95% | 89% | |
| Claude Opus 4.6 (Reasoning) | 92% | 96% | 88% | |
| Claude Opus 5 | 92% | 95% | 88% | |
| MoonshotAI: Kimi K3 (Reasoning, Low) | 92% | 95% | 88% | |
| Claude Opus 5 (Reasoning, Low) | 93% | 94% | 88% | |
| Claude Opus 4.8 (Reasoning) | 91% | 97% | 88% | |
| GPT-5.6 Luna | 88% | 99% | 87% | |
| Claude Opus 4.8 (Reasoning, Low) | 90% | 97% | 87% | |
| GPT-5.5 (Reasoning) | 89% | 98% | 87% | |
| GPT-5.4 Mini | 89% | 98% | 87% | |
| Grok 4.5 (Reasoning, High) | 91% | 94% | 87% | |
| GPT-5.4 | 92% | 96% | 87% | |
| Z.AI GLM 5.2 (Reasoning, High) | 90% | 96% | 87% | |
| GPT-5.6 Terra (Reasoning) | 88% | 98% | 87% | |
| GPT-5.4 (Reasoning) | 91% | 94% | 86% | |
| GPT-5.6 Luna (Reasoning) | 87% | 98% | 86% | |
Top Overall Models (Top 20)
Ranked by composite score (performance, cost, speed & stability). Click a model name to view its detail page.
| Score | Cost | Speed | Stability | ||
|---|---|---|---|---|---|
| GPT-5.4 Mini (Reasoning) | 90% | $0.026 | 33.4s | 90% | |
| GPT-5.4 (Reasoning, Low) | 93% | $0.054 | 1.2m | 91% | |
| GPT-5.4 Mini | 89% | $0.014 | 15.4s | 87% | |
| MoonshotAI: Kimi K3 (Reasoning, Low) | 92% | $0.027 | 1.1m | 88% | |
| GPT-5.6 Luna | 88% | $0.012 | 14.5s | 87% | |
| Z.AI GLM 5.2 (Reasoning, High) | 90% | $0.011 | 57.3s | 87% | |
| Writer: Palmyra X5 | 89% | $0.013 | 21.6s | 85% | |
| DeepSeek V4 Flash (Reasoning) | 89% | $0.0008 | 29.5s | 84% | |
| GPT-5.6 Luna (Reasoning) | 87% | $0.016 | 18.1s | 86% | |
| DeepSeek V4 Flash | 88% | $0.0006 | 24.0s | 84% | |
| Claude Sonnet 5 (Reasoning, Low) | 91% | $0.042 | 45.5s | 86% | |
| GPT-5.4 Mini (Reasoning, Low) | 88% | $0.014 | 15.7s | 84% | |
| GPT-5.4 | 92% | $0.044 | 1.3m | 87% | |
| GPT-5.6 Terra | 89% | $0.037 | 29.2s | 86% | |
| GPT-5.1 | 90% | $0.052 | 1.6m | 89% | |
| Qwen 3.6 Flash | 88% | $0.012 | 45.2s | 84% | |
| GPT-5.6 Terra (Reasoning) | 88% | $0.041 | 32.5s | 87% | |
| Claude Sonnet 4.5 | 90% | $0.042 | 39.8s | 85% | |
| Grok 4.3 | 87% | $0.0080 | 21.7s | 84% | |
| Claude Opus 4.7 (Reasoning) | 92% | $0.095 | 35.4s | 89% | |
Horror: alone in an eerie place at night
Performance Score Distribution (Top 20)
Click a model name to view its detail page.
Price-Performance Score Distribution (Top 20)
Click a model name to view its detail page.
| Score | Cost | Time | ||
|---|---|---|---|---|
| Muse Spark 1.1 (Reasoning, Minimal) | 90% | $0.012 | 14.6s | |
| Muse Spark 1.1 (Reasoning, Medium) | 90% | $0.015 | 19.4s | |
| GPT-5.4 Mini (Reasoning) | 90% | $0.017 | 22.1s | |
| Z.AI GLM 5 Turbo | 88% | $0.0072 | 27.5s | |
| Grok 4.5 (Reasoning, Low) | 91% | $0.017 | 44.0s | |
| Z.AI GLM 5.1 | 91% | $0.014 | 1.2m | |
| GPT-5.6 Luna | 88% | $0.015 | 14.9s | |
| GPT-5.6 Terra (Reasoning) | 90% | $0.038 | 28.1s | |
| GPT-5.4 Nano (Reasoning, Low) | 85% | $0.0045 | 19.4s | |
| DeepSeek V4 Flash (Reasoning) | 86% | $0.0006 | 28.2s | |
| GPT-5.4 Mini (Reasoning, Low) | 88% | $0.013 | 14.9s | |
| Z.AI GLM 5 | 88% | $0.0075 | 50.7s | |
| Gemini 3.5 Flash Lite (Reasoning, Minimal) | 85% | $0.0032 | 4.3s | |
| Qwen3 235B A22B Instruct 2507 | 87% | $0.0015 | 48.5s | |
| GPT-5.6 Luna (Reasoning) | 88% | $0.016 | 14.9s | |
| GPT-5.6 Terra | 91% | $0.036 | 28.1s | |
| Gemini 3.5 Flash Lite (Reasoning) | 85% | $0.0031 | 4.1s | |
| GPT-5.4 Mini | 86% | $0.014 | 15.8s | |
| Aion 3.0 Mini | 88% | $0.0062 | 1.1m | |
| Aion 3.0 | 89% | $0.031 | 1.0m | |
Most Stable Models (Top 20)
Ranked by stability (median × consistency). Click a model name to view its detail page.
| Score | Consistency | Stability | ||
|---|---|---|---|---|
| GPT-5.4 (Reasoning) | 93% | 98% | 91% | |
| Claude Opus 5 (Reasoning) | 93% | 97% | 91% | |
| Claude Opus 5 (Reasoning, Low) | 94% | 96% | 90% | |
| Z.AI GLM 5.1 | 91% | 99% | 90% | |
| Claude Opus 5 | 92% | 98% | 90% | |
| GPT-5.6 Sol | 92% | 97% | 89% | |
| GPT-5.5 (Reasoning) | 92% | 97% | 89% | |
| GPT-5.6 Sol (Reasoning) | 91% | 98% | 89% | |
| GPT-5.5 | 91% | 97% | 88% | |
| GPT-5.4 | 90% | 97% | 87% | |
| Grok 4.5 (Reasoning, High) | 90% | 96% | 87% | |
| Grok 4.5 (Reasoning, Low) | 91% | 95% | 87% | |
| Claude Sonnet 5 (Reasoning, Low) | 89% | 97% | 87% | |
| GPT-5.6 Luna | 88% | 97% | 87% | |
| GPT-5.4 Mini (Reasoning) | 90% | 95% | 87% | |
| GPT-5.5 (Reasoning, Low) | 91% | 95% | 87% | |
| GPT-5.4 (Reasoning, Low) | 90% | 95% | 86% | |
| GPT-5.6 Terra | 91% | 96% | 86% | |
| Claude Opus 4.7 (Reasoning) | 89% | 97% | 86% | |
| MoonshotAI: Kimi K2.6 | 88% | 97% | 86% | |
Top Overall Models (Top 20)
Ranked by composite score (performance, cost, speed & stability). Click a model name to view its detail page.
| Score | Cost | Speed | Stability | ||
|---|---|---|---|---|---|
| Z.AI GLM 5.1 | 91% | $0.014 | 1.2m | 90% | |
| GPT-5.4 Mini (Reasoning) | 90% | $0.017 | 22.1s | 87% | |
| Grok 4.5 (Reasoning, Low) | 91% | $0.017 | 44.0s | 87% | |
| GPT-5.6 Luna | 88% | $0.015 | 14.9s | 87% | |
| Muse Spark 1.1 (Reasoning, Medium) | 90% | $0.015 | 19.4s | 85% | |
| Z.AI GLM 5 Turbo | 88% | $0.0072 | 27.5s | 86% | |
| Muse Spark 1.1 (Reasoning, Minimal) | 90% | $0.012 | 14.6s | 83% | |
| GPT-5.6 Terra | 91% | $0.036 | 28.1s | 86% | |
| GPT-5.4 Mini (Reasoning, Low) | 88% | $0.013 | 14.9s | 84% | |
| GPT-5.6 Luna (Reasoning) | 88% | $0.016 | 14.9s | 85% | |
| GPT-5.6 Terra (Reasoning) | 90% | $0.038 | 28.1s | 85% | |
| Claude Sonnet 5 (Reasoning, Low) | 89% | $0.038 | 41.0s | 87% | |
| Grok 4.5 (Reasoning, High) | 90% | $0.030 | 1.4m | 87% | |
| GPT-5.4 | 90% | $0.039 | 1.1m | 87% | |
| Aion 3.0 Mini | 88% | $0.0062 | 1.1m | 84% | |
| DeepSeek V4 Pro | 88% | $0.0053 | 55.2s | 84% | |
| Claude Opus 5 (Reasoning, Low) | 94% | $0.103 | 54.5s | 90% | |
| MoonshotAI: Kimi K3 (Reasoning, Low) | 90% | $0.024 | 56.3s | 84% | |
| GPT-5.4 (Reasoning) | 93% | $0.075 | 2.1m | 91% | |
| Gemini 3.5 Flash Lite (Reasoning, Minimal) | 85% | $0.0032 | 4.3s | 82% | |
genre
Literary fiction: old friends reunite
Performance Score Distribution (Top 20)
Click a model name to view its detail page.
Price-Performance Score Distribution (Top 20)
Click a model name to view its detail page.
| Score | Cost | Time | ||
|---|---|---|---|---|
| GPT-5.6 Luna | 90% | $0.017 | 18.1s | |
| GPT-5.4 Mini | 88% | $0.018 | 20.0s | |
| DeepSeek V3 (2025-03-24) | 85% | $0.0012 | 39.8s | |
| GPT-5.6 Luna (Reasoning) | 88% | $0.019 | 22.6s | |
| GPT-5.4 Mini (Reasoning, Low) | 87% | $0.018 | 21.3s | |
| Ministral 8B | 83% | $0.0003 | 12.7s | |
| GPT-5.4 Mini (Reasoning) | 86% | $0.030 | 33.3s | |
| Qwen 3.6 35B | 82% | $0.0062 | 54.2s | |
| Ministral 3 14B | 82% | $0.0006 | 17.7s | |
| Writer: Palmyra X5 | 83% | $0.011 | 23.1s | |
| GPT-5.6 Terra (Reasoning) | 89% | $0.053 | 41.4s | |
| ByteDance Seed 1.6 Flash | 83% | $0.0013 | 30.7s | |
| Mistral Medium 3.1 | 83% | $0.0047 | 41.0s | |
| Grok 4.20 | 83% | $0.0083 | 50.1s | |
| DeepSeek V4 Flash (Reasoning) | 81% | $0.0008 | 39.8s | |
| o4 Mini | 81% | $0.017 | 27.0s | |
| Qwen3 235B A22B Instruct 2507 | 83% | $0.0011 | 1.2m | |
| Mistral Small 4 | 81% | $0.0015 | 23.5s | |
| Qwen 3.6 Flash | 81% | $0.0096 | 38.9s | |
| Ministral 3B | 78% | $0.0001 | 7.0s | |
Most Stable Models (Top 20)
Ranked by stability (median × consistency). Click a model name to view its detail page.
| Score | Consistency | Stability | ||
|---|---|---|---|---|
| GPT-5.6 Sol | 91% | 97% | 88% | |
| GPT-5.5 (Reasoning, Low) | 89% | 99% | 88% | |
| GPT-5.6 Sol (Reasoning) | 91% | 96% | 87% | |
| GPT-5.6 Luna | 90% | 97% | 87% | |
| GPT-5.5 | 90% | 97% | 87% | |
| GPT-5.4 (Reasoning) | 88% | 98% | 86% | |
| GPT-5.5 (Reasoning) | 88% | 96% | 86% | |
| GPT-5.6 Terra | 89% | 98% | 86% | |
| GPT-5.4 Mini | 88% | 96% | 86% | |
| GPT-5.4 | 89% | 96% | 85% | |
| GPT-5.4 Mini (Reasoning, Low) | 87% | 97% | 85% | |
| GPT-5.6 Terra (Reasoning) | 89% | 95% | 84% | |
| GPT-5.4 (Reasoning, Low) | 89% | 95% | 84% | |
| GPT-5.4 Mini (Reasoning) | 86% | 96% | 84% | |
| GPT-5.6 Luna (Reasoning) | 88% | 94% | 83% | |
| GPT-5.1 | 84% | 97% | 83% | |
| Qwen3.6 Max Preview | 84% | 98% | 82% | |
| Qwen3.7 Max | 83% | 98% | 81% | |
| Grok 4.20 (Reasoning) | 85% | 94% | 81% | |
| Claude Opus 5 (Reasoning, Low) | 85% | 94% | 80% | |
Top Overall Models (Top 20)
Ranked by composite score (performance, cost, speed & stability). Click a model name to view its detail page.
| Score | Cost | Speed | Stability | ||
|---|---|---|---|---|---|
| GPT-5.6 Luna | 90% | $0.017 | 18.1s | 87% | |
| GPT-5.4 Mini | 88% | $0.018 | 20.0s | 86% | |
| GPT-5.4 Mini (Reasoning, Low) | 87% | $0.018 | 21.3s | 85% | |
| GPT-5.6 Luna (Reasoning) | 88% | $0.019 | 22.6s | 83% | |
| GPT-5.4 Mini (Reasoning) | 86% | $0.030 | 33.3s | 84% | |
| GPT-5.6 Terra (Reasoning) | 89% | $0.053 | 41.4s | 84% | |
| Ministral 3 14B | 82% | $0.0006 | 17.7s | 79% | |
| DeepSeek V3 (2025-03-24) | 85% | $0.0012 | 39.8s | 79% | |
| Ministral 8B | 83% | $0.0003 | 12.7s | 78% | |
| GPT-5.6 Terra | 89% | $0.071 | 54.0s | 86% | |
| Mistral Medium 3.1 | 83% | $0.0047 | 41.0s | 79% | |
| Grok 4.20 | 83% | $0.0083 | 50.1s | 80% | |
| Writer: Palmyra X5 | 83% | $0.011 | 23.1s | 77% | |
| ByteDance Seed 1.6 Flash | 83% | $0.0013 | 30.7s | 77% | |
| DeepSeek V4 Flash (Reasoning) | 81% | $0.0008 | 39.8s | 78% | |
| Mistral Small 4 | 81% | $0.0015 | 23.5s | 75% | |
| GPT-5.6 Sol | 91% | $0.117 | 1.3m | 88% | |
| o4 Mini | 81% | $0.017 | 27.0s | 78% | |
| Qwen3 235B A22B Instruct 2507 | 83% | $0.0011 | 1.2m | 78% | |
| Grok 4.3 | 80% | $0.0059 | 23.2s | 77% | |
Thriller: chase through city streets
Performance Score Distribution (Top 20)
Click a model name to view its detail page.
Price-Performance Score Distribution (Top 20)
Click a model name to view its detail page.
| Score | Cost | Time | ||
|---|---|---|---|---|
| GPT-5.6 Luna (Reasoning) | 90% | $0.017 | 18.2s | |
| GPT-5.4 Mini (Reasoning) | 90% | $0.022 | 26.3s | |
| GPT-5.6 Luna | 89% | $0.013 | 13.0s | |
| GPT-5.4 Mini | 89% | $0.015 | 18.3s | |
| Qwen 3.6 Flash | 85% | $0.0085 | 36.0s | |
| Muse Spark 1.1 (Reasoning, Minimal) | 88% | $0.011 | 20.3s | |
| Muse Spark 1.1 (Reasoning, Medium) | 88% | $0.012 | 22.3s | |
| GPT-5.4 Mini (Reasoning, Low) | 87% | $0.013 | 16.0s | |
| GPT-5.6 Terra (Reasoning) | 92% | $0.044 | 36.0s | |
| Writer: Palmyra X5 | 86% | $0.011 | 22.5s | |
| Gemini 2.5 Flash | 81% | $0.0039 | 8.1s | |
| Qwen3 235B A22B Instruct 2507 | 86% | $0.0011 | 1.1m | |
| Qwen 3.6 27B | 87% | $0.017 | 1.7m | |
| GPT-5.4 | 92% | $0.050 | 1.4m | |
| Gemini 3.5 Flash Lite (Reasoning, Minimal) | 84% | $0.0033 | 6.9s | |
| DeepSeek V4 Flash | 81% | $0.0006 | 27.0s | |
| Mistral Small 4 (Reasoning) | 83% | $0.0023 | 32.8s | |
| Gemini 3.5 Flash Lite (Reasoning) | 80% | $0.0032 | 6.5s | |
| Z.AI GLM 5 Turbo | 85% | $0.0068 | 30.7s | |
| GPT-5.4 (Reasoning, Low) | 91% | $0.051 | 1.4m | |
Most Stable Models (Top 20)
Ranked by stability (median × consistency). Click a model name to view its detail page.
| Score | Consistency | Stability | ||
|---|---|---|---|---|
| GPT-5.6 Sol | 91% | 99% | 90% | |
| GPT-5.4 | 92% | 98% | 90% | |
| GPT-5.6 Sol (Reasoning) | 91% | 98% | 89% | |
| GPT-5.6 Luna | 89% | 98% | 88% | |
| GPT-5.5 (Reasoning) | 90% | 98% | 88% | |
| GPT-5.4 (Reasoning) | 91% | 95% | 88% | |
| GPT-5.6 Terra (Reasoning) | 92% | 95% | 88% | |
| GPT-5.5 (Reasoning, Low) | 90% | 98% | 88% | |
| GPT-5.5 | 91% | 97% | 87% | |
| GPT-5.4 (Reasoning, Low) | 91% | 94% | 86% | |
| GPT-5.6 Luna (Reasoning) | 90% | 95% | 86% | |
| GPT-5.4 Mini | 89% | 96% | 86% | |
| GPT-5.6 Terra | 91% | 96% | 86% | |
| GPT-5.4 Mini (Reasoning) | 90% | 93% | 85% | |
| Qwen3.6 Max Preview | 90% | 94% | 83% | |
| Muse Spark 1.1 (Reasoning, Medium) | 88% | 94% | 83% | |
| Claude Opus 5 (Reasoning, Low) | 86% | 97% | 83% | |
| Claude Opus 5 | 85% | 97% | 83% | |
| GPT-5.4 Mini (Reasoning, Low) | 87% | 94% | 83% | |
| Qwen 3.5 397B A17B | 87% | 94% | 82% | |
Top Overall Models (Top 20)
Ranked by composite score (performance, cost, speed & stability). Click a model name to view its detail page.
| Score | Cost | Speed | Stability | ||
|---|---|---|---|---|---|
| GPT-5.6 Luna | 89% | $0.013 | 13.0s | 88% | |
| GPT-5.6 Luna (Reasoning) | 90% | $0.017 | 18.2s | 86% | |
| GPT-5.4 Mini | 89% | $0.015 | 18.3s | 86% | |
| GPT-5.4 Mini (Reasoning) | 90% | $0.022 | 26.3s | 85% | |
| GPT-5.6 Terra (Reasoning) | 92% | $0.044 | 36.0s | 88% | |
| Muse Spark 1.1 (Reasoning, Medium) | 88% | $0.012 | 22.3s | 83% | |
| GPT-5.4 | 92% | $0.050 | 1.4m | 90% | |
| GPT-5.4 Mini (Reasoning, Low) | 87% | $0.013 | 16.0s | 83% | |
| Muse Spark 1.1 (Reasoning, Minimal) | 88% | $0.011 | 20.3s | 81% | |
| GPT-5.6 Terra | 91% | $0.051 | 41.3s | 86% | |
| Writer: Palmyra X5 | 86% | $0.011 | 22.5s | 81% | |
| GPT-5.4 (Reasoning, Low) | 91% | $0.051 | 1.4m | 86% | |
| Gemini 3.5 Flash Lite (Reasoning, Minimal) | 84% | $0.0033 | 6.9s | 78% | |
| Qwen 3.6 Flash | 85% | $0.0085 | 36.0s | 80% | |
| Qwen3 235B A22B Instruct 2507 | 86% | $0.0011 | 1.1m | 79% | |
| Z.AI GLM 5 Turbo | 85% | $0.0068 | 30.7s | 78% | |
| Laguna XS 2.1 | 82% | $0.0003 | 16.1s | 79% | |
| Qwen 3.5 397B A17B | 87% | $0.016 | 1.5m | 82% | |
| GPT-5.6 Sol (Reasoning) | 91% | $0.098 | 1.1m | 89% | |
| Qwen 3.6 35B | 83% | $0.0053 | 48.7s | 80% | |
Romance: separated couple reunites
Performance Score Distribution (Top 20)
Click a model name to view its detail page.
Price-Performance Score Distribution (Top 20)
Click a model name to view its detail page.
| Score | Cost | Time | ||
|---|---|---|---|---|
| GPT-5.6 Luna (Reasoning) | 90% | $0.021 | 21.4s | |
| GPT-5.4 Mini (Reasoning) | 89% | $0.019 | 21.8s | |
| GPT-5.4 Mini (Reasoning, Low) | 90% | $0.017 | 19.1s | |
| GPT-5.4 Mini | 88% | $0.018 | 19.0s | |
| GPT-5.6 Luna | 88% | $0.018 | 18.8s | |
| DeepSeek V3 (2025-03-24) | 85% | $0.0011 | 38.6s | |
| DeepSeek V4 Flash | 83% | $0.0006 | 29.5s | |
| Muse Spark 1.1 (Reasoning, Medium) | 84% | $0.014 | 24.2s | |
| Qwen 3.6 35B | 83% | $0.0099 | 1.0m | |
| Qwen 3.6 Flash | 81% | $0.0094 | 40.4s | |
| Mistral Small 4 | 81% | $0.0016 | 23.0s | |
| MiniMax M2.7 | 83% | $0.0039 | 1.1m | |
| DeepSeek V4 Flash (Reasoning) | 81% | $0.0006 | 31.5s | |
| Mistral Small 4 (Reasoning) | 82% | $0.0025 | 37.5s | |
| Qwen3 235B A22B Instruct 2507 | 83% | $0.0006 | 52.1s | |
| GPT-5.6 Terra (Reasoning) | 91% | $0.062 | 46.9s | |
| Muse Spark 1.1 (Reasoning, Minimal) | 82% | $0.013 | 22.9s | |
| Writer: Palmyra X5 | 80% | $0.011 | 23.9s | |
| GPT-5.4 | 92% | $0.065 | 1.9m | |
| Laguna XS 2.1 | 79% | $0.0003 | 15.6s | |
Most Stable Models (Top 20)
Ranked by stability (median × consistency). Click a model name to view its detail page.
| Score | Consistency | Stability | ||
|---|---|---|---|---|
| GPT-5.4 | 92% | 97% | 90% | |
| GPT-5.5 (Reasoning, Low) | 90% | 98% | 89% | |
| GPT-5.6 Terra (Reasoning) | 91% | 97% | 89% | |
| GPT-5.4 (Reasoning, Low) | 90% | 97% | 88% | |
| GPT-5.4 Mini (Reasoning, Low) | 90% | 98% | 88% | |
| GPT-5.5 (Reasoning) | 89% | 98% | 87% | |
| GPT-5.6 Sol (Reasoning) | 91% | 96% | 87% | |
| GPT-5.4 (Reasoning) | 91% | 97% | 87% | |
| GPT-5.6 Luna (Reasoning) | 90% | 97% | 87% | |
| GPT-5.6 Terra | 90% | 97% | 87% | |
| GPT-5.5 | 90% | 98% | 87% | |
| GPT-5.6 Luna | 88% | 97% | 86% | |
| GPT-5.4 Mini (Reasoning) | 89% | 96% | 86% | |
| GPT-5.4 Mini | 88% | 96% | 85% | |
| GPT-5.6 Sol | 89% | 96% | 84% | |
| Qwen3.6 Max Preview | 85% | 98% | 84% | |
| Muse Spark 1.1 (Reasoning, Medium) | 84% | 96% | 81% | |
| DeepSeek V3 (2025-03-24) | 85% | 96% | 81% | |
| Claude Opus 4 | 85% | 96% | 80% | |
| Muse Spark 1.1 (Reasoning, Minimal) | 82% | 97% | 80% | |
Top Overall Models (Top 20)
Ranked by composite score (performance, cost, speed & stability). Click a model name to view its detail page.
| Score | Cost | Speed | Stability | ||
|---|---|---|---|---|---|
| GPT-5.4 Mini (Reasoning, Low) | 90% | $0.017 | 19.1s | 88% | |
| GPT-5.6 Luna (Reasoning) | 90% | $0.021 | 21.4s | 87% | |
| GPT-5.4 Mini (Reasoning) | 89% | $0.019 | 21.8s | 86% | |
| GPT-5.6 Luna | 88% | $0.018 | 18.8s | 86% | |
| GPT-5.4 Mini | 88% | $0.018 | 19.0s | 85% | |
| GPT-5.6 Terra (Reasoning) | 91% | $0.062 | 46.9s | 89% | |
| GPT-5.4 | 92% | $0.065 | 1.9m | 90% | |
| GPT-5.6 Terra | 90% | $0.063 | 53.4s | 87% | |
| DeepSeek V3 (2025-03-24) | 85% | $0.0011 | 38.6s | 81% | |
| GPT-5.4 (Reasoning, Low) | 90% | $0.067 | 1.7m | 88% | |
| Muse Spark 1.1 (Reasoning, Medium) | 84% | $0.014 | 24.2s | 81% | |
| Muse Spark 1.1 (Reasoning, Minimal) | 82% | $0.013 | 22.9s | 80% | |
| Mistral Small 4 | 81% | $0.0016 | 23.0s | 79% | |
| Mistral Small 4 (Reasoning) | 82% | $0.0025 | 37.5s | 79% | |
| Qwen3 235B A22B Instruct 2507 | 83% | $0.0006 | 52.1s | 78% | |
| DeepSeek V4 Flash | 83% | $0.0006 | 29.5s | 77% | |
| ByteDance Seed 1.6 Flash | 81% | $0.0012 | 26.6s | 77% | |
| Qwen 3.6 35B | 83% | $0.0099 | 1.0m | 79% | |
| Qwen 3.5 35B | 82% | $0.0096 | 39.3s | 79% | |
| Z.AI GLM 5 Turbo | 84% | $0.0082 | 37.6s | 76% | |
Fantasy: entering an ancient ruin
Performance Score Distribution (Top 20)
Click a model name to view its detail page.
Price-Performance Score Distribution (Top 20)
Click a model name to view its detail page.
| Score | Cost | Time | ||
|---|---|---|---|---|
| GPT-5.6 Luna | 89% | $0.016 | 17.1s | |
| GPT-5.6 Luna (Reasoning) | 89% | $0.018 | 20.1s | |
| Gemini 3.5 Flash Lite (Reasoning, Minimal) | 80% | $0.0042 | 7.9s | |
| GPT-5.4 Mini (Reasoning, Low) | 83% | $0.016 | 18.6s | |
| GPT-5.4 Mini | 83% | $0.016 | 18.8s | |
| GPT-5.6 Terra | 90% | $0.054 | 43.5s | |
| GPT-5.6 Terra (Reasoning) | 89% | $0.045 | 45.0s | |
| GPT-5.4 Mini (Reasoning) | 84% | $0.024 | 29.9s | |
| Qwen 3.6 Flash | 81% | $0.0087 | 35.9s | |
| ByteDance Seed 1.6 Flash | 76% | $0.0014 | 29.6s | |
| Qwen 3.6 35B | 78% | $0.0064 | 51.6s | |
| Mistral Small 4 | 76% | $0.0015 | 19.7s | |
| Muse Spark 1.1 (Reasoning, Minimal) | 80% | $0.013 | 22.9s | |
| Muse Spark 1.1 (Reasoning, Medium) | 81% | $0.015 | 24.6s | |
| Qwen 3.5 9B | 79% | $0.0008 | 56.9s | |
| GPT-5.4 Nano | 77% | $0.0050 | 17.8s | |
| Qwen3 235B A22B Instruct 2507 | 78% | $0.0010 | 56.7s | |
| MoonshotAI: Kimi K3 (Reasoning, Low) | 83% | $0.027 | 1.1m | |
| Grok 4.20 | 80% | $0.0097 | 52.7s | |
| DeepSeek V4 Flash (Reasoning) | 76% | $0.0007 | 36.4s | |
Most Stable Models (Top 20)
Ranked by stability (median × consistency). Click a model name to view its detail page.
| Score | Consistency | Stability | ||
|---|---|---|---|---|
| GPT-5.6 Terra | 90% | 99% | 89% | |
| GPT-5.6 Sol (Reasoning) | 91% | 98% | 88% | |
| GPT-5.6 Sol | 92% | 96% | 88% | |
| GPT-5.5 (Reasoning, Low) | 90% | 95% | 87% | |
| GPT-5.6 Luna | 89% | 98% | 87% | |
| GPT-5.6 Luna (Reasoning) | 89% | 98% | 86% | |
| GPT-5.5 (Reasoning) | 89% | 96% | 86% | |
| GPT-5.4 (Reasoning) | 89% | 95% | 85% | |
| GPT-5.4 (Reasoning, Low) | 86% | 98% | 85% | |
| GPT-5.6 Terra (Reasoning) | 89% | 93% | 84% | |
| GPT-5.5 | 87% | 98% | 84% | |
| Claude Opus 5 | 87% | 96% | 84% | |
| Claude Opus 5 (Reasoning) | 85% | 97% | 83% | |
| GPT-5.4 | 84% | 96% | 81% | |
| Qwen3.6 Max Preview | 83% | 97% | 80% | |
| GPT-5.4 Mini (Reasoning, Low) | 83% | 97% | 80% | |
| Claude Opus 5 (Reasoning, Low) | 86% | 94% | 80% | |
| GPT-5.4 Mini | 83% | 96% | 80% | |
| MoonshotAI: Kimi K3 (Reasoning, Low) | 83% | 94% | 79% | |
| Qwen3.7 Max | 83% | 94% | 77% | |
Top Overall Models (Top 20)
Ranked by composite score (performance, cost, speed & stability). Click a model name to view its detail page.
| Score | Cost | Speed | Stability | ||
|---|---|---|---|---|---|
| GPT-5.6 Luna | 89% | $0.016 | 17.1s | 87% | |
| GPT-5.6 Luna (Reasoning) | 89% | $0.018 | 20.1s | 86% | |
| GPT-5.6 Terra | 90% | $0.054 | 43.5s | 89% | |
| GPT-5.6 Terra (Reasoning) | 89% | $0.045 | 45.0s | 84% | |
| GPT-5.4 Mini | 83% | $0.016 | 18.8s | 80% | |
| GPT-5.4 Mini (Reasoning, Low) | 83% | $0.016 | 18.6s | 80% | |
| GPT-5.6 Sol | 92% | $0.103 | 1.2m | 88% | |
| GPT-5.6 Sol (Reasoning) | 91% | $0.107 | 1.2m | 88% | |
| GPT-5.4 (Reasoning, Low) | 86% | $0.056 | 1.4m | 85% | |
| GPT-5.4 Mini (Reasoning) | 84% | $0.024 | 29.9s | 76% | |
| Claude Opus 5 | 87% | $0.080 | 54.5s | 84% | |
| MoonshotAI: Kimi K3 (Reasoning, Low) | 83% | $0.027 | 1.1m | 79% | |
| GPT-5.4 (Reasoning) | 89% | $0.079 | 2.2m | 85% | |
| Gemini 3.5 Flash Lite (Reasoning, Minimal) | 80% | $0.0042 | 7.9s | 74% | |
| Muse Spark 1.1 (Reasoning, Medium) | 81% | $0.015 | 24.6s | 75% | |
| GPT-5.4 | 84% | $0.048 | 1.4m | 81% | |
| Qwen 3.6 Flash | 81% | $0.0087 | 35.9s | 74% | |
| Grok 4.20 | 80% | $0.0097 | 52.7s | 76% | |
| Qwen 3.5 9B | 79% | $0.0008 | 56.9s | 75% | |
| GPT-5.4 Nano | 77% | $0.0050 | 17.8s | 75% | |
Mystery: examining a crime scene
Performance Score Distribution (Top 20)
Click a model name to view its detail page.
Price-Performance Score Distribution (Top 20)
Click a model name to view its detail page.
| Score | Cost | Time | ||
|---|---|---|---|---|
| GPT-5.6 Luna (Reasoning) | 91% | $0.017 | 17.8s | |
| Gemini 3.5 Flash Lite (Reasoning, Minimal) | 87% | $0.0040 | 8.2s | |
| Qwen 3.6 35B | 86% | $0.0090 | 58.9s | |
| Gemini 3.5 Flash Lite (Reasoning) | 85% | $0.0037 | 7.5s | |
| GPT-5.6 Luna | 88% | $0.016 | 15.9s | |
| GPT-5.4 Mini (Reasoning, Low) | 87% | $0.016 | 18.8s | |
| Muse Spark 1.1 (Reasoning, Medium) | 87% | $0.013 | 22.7s | |
| GPT-5.4 Mini | 89% | $0.017 | 19.5s | |
| Qwen 3.6 Flash | 86% | $0.0090 | 36.8s | |
| Grok 4.3 | 84% | $0.0053 | 27.4s | |
| Mistral Small 4 (Reasoning) | 83% | $0.0022 | 30.7s | |
| GPT-5.6 Terra (Reasoning) | 91% | $0.046 | 39.7s | |
| Qwen 3 32B | 83% | $0.0012 | 39.7s | |
| DeepSeek V4 Flash | 83% | $0.0005 | 26.7s | |
| GPT-5.4 Mini (Reasoning) | 89% | $0.031 | 37.4s | |
| GPT-5.4 Nano | 80% | $0.0057 | 20.4s | |
| Mistral Large 3 | 82% | $0.0026 | 28.4s | |
| Muse Spark 1.1 (Reasoning, Minimal) | 83% | $0.012 | 19.8s | |
| Grok 4.5 (Reasoning, Low) | 85% | $0.020 | 58.7s | |
| Mistral NeMO | 81% | $0.0003 | 11.1s | |
Most Stable Models (Top 20)
Ranked by stability (median × consistency). Click a model name to view its detail page.
| Score | Consistency | Stability | ||
|---|---|---|---|---|
| GPT-5.4 (Reasoning) | 92% | 98% | 91% | |
| GPT-5.6 Terra (Reasoning) | 91% | 97% | 88% | |
| GPT-5.6 Terra | 90% | 97% | 88% | |
| GPT-5.4 | 92% | 96% | 88% | |
| GPT-5.6 Sol (Reasoning) | 90% | 97% | 88% | |
| GPT-5.6 Sol | 89% | 97% | 88% | |
| GPT-5.6 Luna (Reasoning) | 91% | 97% | 87% | |
| GPT-5.4 (Reasoning, Low) | 91% | 94% | 87% | |
| GPT-5.5 (Reasoning) | 90% | 97% | 87% | |
| GPT-5.5 (Reasoning, Low) | 90% | 96% | 86% | |
| GPT-5.5 | 91% | 95% | 85% | |
| Qwen3.6 Max Preview | 87% | 97% | 85% | |
| Muse Spark 1.1 (Reasoning, Medium) | 87% | 97% | 84% | |
| GPT-5.4 Mini (Reasoning, Low) | 87% | 96% | 84% | |
| GPT-5.4 Mini (Reasoning) | 89% | 95% | 84% | |
| Gemini 3.5 Flash Lite (Reasoning, Minimal) | 87% | 96% | 84% | |
| GPT-5.6 Luna | 88% | 96% | 84% | |
| GPT-5.1 | 85% | 98% | 83% | |
| Claude Opus 5 | 86% | 97% | 83% | |
| GPT-5 | 85% | 96% | 83% | |
Top Overall Models (Top 20)
Ranked by composite score (performance, cost, speed & stability). Click a model name to view its detail page.
| Score | Cost | Speed | Stability | ||
|---|---|---|---|---|---|
| GPT-5.6 Luna (Reasoning) | 91% | $0.017 | 17.8s | 87% | |
| Gemini 3.5 Flash Lite (Reasoning, Minimal) | 87% | $0.0040 | 8.2s | 84% | |
| GPT-5.6 Terra (Reasoning) | 91% | $0.046 | 39.7s | 88% | |
| GPT-5.6 Luna | 88% | $0.016 | 15.9s | 84% | |
| Muse Spark 1.1 (Reasoning, Medium) | 87% | $0.013 | 22.7s | 84% | |
| GPT-5.4 Mini (Reasoning, Low) | 87% | $0.016 | 18.8s | 84% | |
| GPT-5.6 Terra | 90% | $0.055 | 43.2s | 88% | |
| GPT-5.4 Mini | 89% | $0.017 | 19.5s | 80% | |
| GPT-5.4 Mini (Reasoning) | 89% | $0.031 | 37.4s | 84% | |
| Gemini 3.5 Flash Lite (Reasoning) | 85% | $0.0037 | 7.5s | 80% | |
| GPT-5.4 | 92% | $0.057 | 1.6m | 88% | |
| Qwen 3.6 Flash | 86% | $0.0090 | 36.8s | 80% | |
| Qwen 3.6 35B | 86% | $0.0090 | 58.9s | 81% | |
| Grok 4.3 | 84% | $0.0053 | 27.4s | 79% | |
| Qwen 3 32B | 83% | $0.0012 | 39.7s | 80% | |
| GPT-5.4 (Reasoning, Low) | 91% | $0.060 | 1.6m | 87% | |
| Grok 4.5 (Reasoning, Low) | 85% | $0.020 | 58.7s | 82% | |
| Mistral Small 4 (Reasoning) | 83% | $0.0022 | 30.7s | 78% | |
| Claude Sonnet 4.5 | 85% | $0.029 | 35.7s | 81% | |
| Grok 4.5 (Reasoning, High) | 86% | $0.023 | 1.3m | 81% | |
Horror: alone in an eerie place at night
Performance Score Distribution (Top 20)
Click a model name to view its detail page.
Price-Performance Score Distribution (Top 20)
Click a model name to view its detail page.
| Score | Cost | Time | ||
|---|---|---|---|---|
| GPT-5.6 Luna | 88% | $0.015 | 14.8s | |
| Muse Spark 1.1 (Reasoning, Minimal) | 88% | $0.011 | 20.5s | |
| GPT-5.6 Luna (Reasoning) | 88% | $0.017 | 19.2s | |
| DeepSeek V3 (2025-03-24) | 85% | $0.0011 | 25.4s | |
| Muse Spark 1.1 (Reasoning, Medium) | 87% | $0.013 | 22.8s | |
| GPT-5.4 Mini (Reasoning, Low) | 86% | $0.013 | 15.6s | |
| GPT-5.4 Mini (Reasoning) | 85% | $0.015 | 18.0s | |
| Qwen 3.6 35B | 83% | $0.0063 | 47.2s | |
| GPT-5.4 Mini | 86% | $0.013 | 15.9s | |
| Qwen 3.5 Flash | 81% | $0.0015 | 28.4s | |
| DeepSeek V4 Flash | 83% | $0.0006 | 28.0s | |
| Z.AI GLM 5 | 82% | $0.0072 | 59.0s | |
| Aion 3.0 Mini | 83% | $0.0038 | 54.5s | |
| Mistral Small 4 | 83% | $0.0012 | 21.9s | |
| Mistral NeMO | 77% | $0.0003 | 10.0s | |
| Qwen 3.5 397B A17B | 86% | $0.017 | 1.7m | |
| Z.AI GLM 5 Turbo | 83% | $0.0066 | 34.0s | |
| Qwen 3.6 Flash | 83% | $0.0095 | 43.2s | |
| GPT-5.6 Terra | 91% | $0.050 | 38.2s | |
| Grok 4.5 (Reasoning, Low) | 84% | $0.017 | 56.7s | |
Most Stable Models (Top 20)
Ranked by stability (median × consistency). Click a model name to view its detail page.
| Score | Consistency | Stability | ||
|---|---|---|---|---|
| GPT-5.6 Sol | 89% | 99% | 87% | |
| GPT-5.6 Terra | 91% | 96% | 87% | |
| GPT-5.6 Luna (Reasoning) | 88% | 98% | 86% | |
| Qwen3.6 Max Preview | 88% | 98% | 86% | |
| GPT-5.6 Luna | 88% | 96% | 86% | |
| GPT-5.4 | 88% | 97% | 86% | |
| GPT-5.5 (Reasoning, Low) | 89% | 96% | 85% | |
| Claude Opus 5 | 89% | 96% | 85% | |
| GPT-5.6 Terra (Reasoning) | 88% | 95% | 84% | |
| Muse Spark 1.1 (Reasoning, Minimal) | 88% | 95% | 84% | |
| GPT-5.5 (Reasoning) | 88% | 95% | 83% | |
| GPT-5.4 Mini (Reasoning) | 85% | 97% | 83% | |
| GPT-5.4 (Reasoning) | 88% | 95% | 82% | |
| GPT-5.6 Sol (Reasoning) | 88% | 92% | 82% | |
| Claude Opus 5 (Reasoning, Low) | 84% | 97% | 82% | |
| GPT-5.5 | 86% | 95% | 82% | |
| GPT-5.4 (Reasoning, Low) | 86% | 95% | 82% | |
| GPT-5.4 Mini | 86% | 96% | 82% | |
| GPT-5.4 Mini (Reasoning, Low) | 86% | 95% | 82% | |
| Qwen 3.5 397B A17B | 86% | 95% | 81% | |
Top Overall Models (Top 20)
Ranked by composite score (performance, cost, speed & stability). Click a model name to view its detail page.
| Score | Cost | Speed | Stability | ||
|---|---|---|---|---|---|
| GPT-5.6 Luna | 88% | $0.015 | 14.8s | 86% | |
| GPT-5.6 Luna (Reasoning) | 88% | $0.017 | 19.2s | 86% | |
| Muse Spark 1.1 (Reasoning, Minimal) | 88% | $0.011 | 20.5s | 84% | |
| GPT-5.6 Terra | 91% | $0.050 | 38.2s | 87% | |
| GPT-5.4 Mini (Reasoning) | 85% | $0.015 | 18.0s | 83% | |
| GPT-5.4 Mini | 86% | $0.013 | 15.9s | 82% | |
| GPT-5.4 Mini (Reasoning, Low) | 86% | $0.013 | 15.6s | 82% | |
| DeepSeek V3 (2025-03-24) | 85% | $0.0011 | 25.4s | 80% | |
| Muse Spark 1.1 (Reasoning, Medium) | 87% | $0.013 | 22.8s | 79% | |
| GPT-5.6 Terra (Reasoning) | 88% | $0.047 | 36.5s | 84% | |
| Mistral Small 4 | 83% | $0.0012 | 21.9s | 78% | |
| DeepSeek V4 Flash | 83% | $0.0006 | 28.0s | 77% | |
| Qwen 3.5 Flash | 81% | $0.0015 | 28.4s | 79% | |
| Aion 3.0 Mini | 83% | $0.0038 | 54.5s | 79% | |
| Z.AI GLM 5 Turbo | 83% | $0.0066 | 34.0s | 78% | |
| Claude Opus 5 | 89% | $0.066 | 46.3s | 85% | |
| GPT-5.4 | 88% | $0.048 | 1.4m | 86% | |
| Gemini 3.5 Flash Lite (Reasoning, Minimal) | 81% | $0.0041 | 8.3s | 76% | |
| DeepSeek V4 Flash (Reasoning) | 81% | $0.0005 | 26.0s | 77% | |
| Grok 4.5 (Reasoning, Low) | 84% | $0.017 | 56.7s | 80% | |
Novelcrafter Default Prompt
Literary fiction: old friends reunite
Performance Score Distribution (Top 20)
Click a model name to view its detail page.
Price-Performance Score Distribution (Top 20)
Click a model name to view its detail page.
| Score | Cost | Time | ||
|---|---|---|---|---|
| Gemini 3.5 Flash Lite (Reasoning) | 87% | $0.0032 | 6.5s | |
| Grok 4.20 (Reasoning) | 94% | $0.020 | 1.9m | |
| Mistral Large 2 | 88% | $0.0099 | 26.9s | |
| Mistral Small 4 | 86% | $0.0012 | 20.4s | |
| Ministral 3 14B | 86% | $0.0005 | 11.5s | |
| GPT-5.6 Luna | 88% | $0.017 | 21.4s | |
| GPT-5.4 Mini | 87% | $0.015 | 16.0s | |
| Mistral Small 4 (Reasoning) | 85% | $0.0017 | 27.6s | |
| Mistral Medium 3.1 | 85% | $0.0039 | 31.4s | |
| Mistral Large 3 | 85% | $0.0019 | 19.0s | |
| Grok 4.3 | 85% | $0.0061 | 27.5s | |
| Qwen3 235B A22B Instruct 2507 | 86% | $0.0012 | 1.2m | |
| GPT-5.6 Luna (Reasoning) | 87% | $0.018 | 18.1s | |
| Writer: Palmyra X5 | 85% | $0.011 | 22.5s | |
| Gemini 3.5 Flash Lite (Reasoning, Minimal) | 83% | $0.0030 | 6.2s | |
| Muse Spark 1.1 (Reasoning, Medium) | 86% | $0.016 | 27.9s | |
| Muse Spark 1.1 (Reasoning, Minimal) | 85% | $0.012 | 21.1s | |
| DeepSeek V4 Pro (Reasoning) | 85% | $0.021 | 4.5m | |
| Aion 3.0 Mini | 83% | $0.0057 | 1.6m | |
| GPT-5.4 Mini (Reasoning, Low) | 84% | $0.015 | 17.3s | |
Most Stable Models (Top 20)
Ranked by stability (median × consistency). Click a model name to view its detail page.
| Score | Consistency | Stability | ||
|---|---|---|---|---|
| Grok 4.20 (Reasoning) | 94% | 95% | 91% | |
| GPT-5.6 Luna | 88% | 99% | 86% | |
| GPT-5.6 Terra | 88% | 96% | 86% | |
| GPT-5.5 (Reasoning) | 88% | 98% | 86% | |
| GPT-5.6 Terra (Reasoning) | 87% | 98% | 85% | |
| GPT-5.4 Mini | 87% | 98% | 85% | |
| GPT-5.4 | 88% | 97% | 85% | |
| GPT-5.5 (Reasoning, Low) | 87% | 98% | 85% | |
| Mistral Large 2 | 88% | 95% | 85% | |
| Muse Spark 1.1 (Reasoning, Medium) | 86% | 98% | 84% | |
| GPT-5.6 Sol | 86% | 96% | 84% | |
| GPT-5.4 (Reasoning, Low) | 86% | 97% | 84% | |
| Gemini 3.5 Flash Lite (Reasoning) | 87% | 95% | 84% | |
| GPT-5.6 Sol (Reasoning) | 88% | 95% | 84% | |
| GPT-5.4 (Reasoning) | 86% | 97% | 83% | |
| Mistral Small 4 | 86% | 96% | 83% | |
| MoonshotAI: Kimi K2.6 | 85% | 98% | 83% | |
| Gemini 3.1 Pro (Preview) | 83% | 99% | 83% | |
| GPT-5.5 | 87% | 96% | 83% | |
| Grok 4.3 | 85% | 97% | 83% | |
Top Overall Models (Top 20)
Ranked by composite score (performance, cost, speed & stability). Click a model name to view its detail page.
| Score | Cost | Speed | Stability | ||
|---|---|---|---|---|---|
| Grok 4.20 (Reasoning) | 94% | $0.020 | 1.9m | 91% | |
| GPT-5.6 Luna | 88% | $0.017 | 21.4s | 86% | |
| Gemini 3.5 Flash Lite (Reasoning) | 87% | $0.0032 | 6.5s | 84% | |
| Mistral Large 2 | 88% | $0.0099 | 26.9s | 85% | |
| GPT-5.4 Mini | 87% | $0.015 | 16.0s | 85% | |
| Mistral Small 4 | 86% | $0.0012 | 20.4s | 83% | |
| Muse Spark 1.1 (Reasoning, Medium) | 86% | $0.016 | 27.9s | 84% | |
| Ministral 3 14B | 86% | $0.0005 | 11.5s | 81% | |
| Mistral Large 3 | 85% | $0.0019 | 19.0s | 82% | |
| GPT-5.6 Luna (Reasoning) | 87% | $0.018 | 18.1s | 82% | |
| Grok 4.3 | 85% | $0.0061 | 27.5s | 83% | |
| Mistral Medium 3.1 | 85% | $0.0039 | 31.4s | 82% | |
| GPT-5.6 Terra | 88% | $0.046 | 35.7s | 86% | |
| Writer: Palmyra X5 | 85% | $0.011 | 22.5s | 82% | |
| Muse Spark 1.1 (Reasoning, Minimal) | 85% | $0.012 | 21.1s | 82% | |
| Qwen3 235B A22B Instruct 2507 | 86% | $0.0012 | 1.2m | 80% | |
| GPT-5.6 Terra (Reasoning) | 87% | $0.046 | 36.9s | 85% | |
| Mistral Small 4 (Reasoning) | 85% | $0.0017 | 27.6s | 80% | |
| Gemini 3.5 Flash Lite (Reasoning, Minimal) | 83% | $0.0030 | 6.2s | 80% | |
| GPT-5.4 Mini (Reasoning, Low) | 84% | $0.015 | 17.3s | 80% | |
Thriller: chase through city streets
Performance Score Distribution (Top 20)
Click a model name to view its detail page.
Price-Performance Score Distribution (Top 20)
Click a model name to view its detail page.
| Score | Cost | Time | ||
|---|---|---|---|---|
| Muse Spark 1.1 (Reasoning, Minimal) | 90% | $0.0098 | 17.2s | |
| Muse Spark 1.1 (Reasoning, Medium) | 89% | $0.013 | 23.4s | |
| Qwen3 235B A22B Instruct 2507 | 87% | $0.0006 | 49.7s | |
| Gemini 3.5 Flash Lite (Reasoning) | 86% | $0.0016 | 3.0s | |
| GPT-5.4 Mini (Reasoning) | 90% | $0.020 | 29.8s | |
| Writer: Palmyra X5 | 88% | $0.010 | 20.5s | |
| Z.AI GLM 5 Turbo | 87% | $0.0063 | 29.9s | |
| GPT-5.4 Mini (Reasoning, Low) | 88% | $0.014 | 16.1s | |
| GPT-5.6 Luna | 87% | $0.013 | 13.6s | |
| Mistral Small 4 (Reasoning) | 84% | $0.0015 | 21.5s | |
| Gemini 3.5 Flash Lite (Reasoning, Minimal) | 84% | $0.0017 | 3.9s | |
| GPT-5.6 Luna (Reasoning) | 88% | $0.015 | 16.5s | |
| Mistral Small 4 | 83% | $0.0009 | 12.8s | |
| Claude Haiku 4.5 | 85% | $0.0089 | 18.4s | |
| MiniMax M2.5 | 86% | $0.0026 | 46.1s | |
| Grok 4.20 (Reasoning) | 90% | $0.017 | 1.6m | |
| Gemini 2.5 Flash (Reasoning) | 83% | $0.0076 | 14.4s | |
| Z.AI GLM 5.2 (Reasoning, High) | 88% | $0.0083 | 51.0s | |
| GPT-5.4 Mini | 87% | $0.012 | 14.1s | |
| Grok 4.5 (Reasoning, Low) | 87% | $0.014 | 1.5m | |
Most Stable Models (Top 20)
Ranked by stability (median × consistency). Click a model name to view its detail page.
| Score | Consistency | Stability | ||
|---|---|---|---|---|
| GPT-5.4 | 92% | 98% | 90% | |
| Muse Spark 1.1 (Reasoning, Minimal) | 90% | 99% | 89% | |
| GPT-5.5 (Reasoning) | 90% | 99% | 88% | |
| Grok 4.20 (Reasoning) | 90% | 98% | 88% | |
| GPT-5.5 | 89% | 98% | 88% | |
| GPT-5.4 (Reasoning) | 93% | 95% | 88% | |
| GPT-5.4 (Reasoning, Low) | 93% | 96% | 87% | |
| Grok 4.5 (Reasoning, High) | 90% | 97% | 87% | |
| GPT-5.6 Luna (Reasoning) | 88% | 99% | 87% | |
| GPT-5.5 (Reasoning, Low) | 90% | 97% | 87% | |
| GPT-5.6 Sol (Reasoning) | 87% | 99% | 87% | |
| GPT-5.6 Sol | 88% | 98% | 87% | |
| GPT-5.4 Mini (Reasoning) | 90% | 96% | 86% | |
| GPT-5.6 Terra (Reasoning) | 89% | 96% | 86% | |
| MoonshotAI: Kimi K3 (Reasoning, High) | 91% | 95% | 86% | |
| Claude Opus 5 (Reasoning) | 87% | 98% | 86% | |
| GPT-5.6 Luna | 87% | 98% | 85% | |
| Gemini 3.1 Pro (Preview) | 87% | 98% | 85% | |
| Muse Spark 1.1 (Reasoning, Medium) | 89% | 94% | 85% | |
| GPT-5.4 Mini (Reasoning, Low) | 88% | 97% | 85% | |
Top Overall Models (Top 20)
Ranked by composite score (performance, cost, speed & stability). Click a model name to view its detail page.
| Score | Cost | Speed | Stability | ||
|---|---|---|---|---|---|
| Muse Spark 1.1 (Reasoning, Minimal) | 90% | $0.0098 | 17.2s | 89% | |
| GPT-5.6 Luna (Reasoning) | 88% | $0.015 | 16.5s | 87% | |
| Muse Spark 1.1 (Reasoning, Medium) | 89% | $0.013 | 23.4s | 85% | |
| GPT-5.4 Mini (Reasoning) | 90% | $0.020 | 29.8s | 86% | |
| GPT-5.4 Mini (Reasoning, Low) | 88% | $0.014 | 16.1s | 85% | |
| Gemini 3.5 Flash Lite (Reasoning) | 86% | $0.0016 | 3.0s | 83% | |
| GPT-5.6 Luna | 87% | $0.013 | 13.6s | 85% | |
| Writer: Palmyra X5 | 88% | $0.010 | 20.5s | 84% | |
| Grok 4.20 (Reasoning) | 90% | $0.017 | 1.6m | 88% | |
| Z.AI GLM 5 Turbo | 87% | $0.0063 | 29.9s | 82% | |
| GPT-5.4 Mini | 87% | $0.012 | 14.1s | 83% | |
| GPT-5.4 | 92% | $0.045 | 1.4m | 90% | |
| Grok 4.5 (Reasoning, High) | 90% | $0.026 | 1.2m | 87% | |
| Qwen3 235B A22B Instruct 2507 | 87% | $0.0006 | 49.7s | 82% | |
| GPT-5.4 (Reasoning, Low) | 93% | $0.046 | 1.2m | 87% | |
| GPT-5.6 Terra (Reasoning) | 89% | $0.038 | 30.8s | 86% | |
| Qwen 3.5 35B | 85% | $0.0086 | 33.0s | 82% | |
| Claude Haiku 4.5 | 85% | $0.0089 | 18.4s | 81% | |
| Z.AI GLM 5.2 (Reasoning, High) | 88% | $0.0083 | 51.0s | 80% | |
| MiniMax M2.5 | 86% | $0.0026 | 46.1s | 80% | |
Romance: separated couple reunites
Performance Score Distribution (Top 20)
Click a model name to view its detail page.
Price-Performance Score Distribution (Top 20)
Click a model name to view its detail page.
| Score | Cost | Time | ||
|---|---|---|---|---|
| GPT-5.4 Mini | 90% | $0.014 | 15.5s | |
| Muse Spark 1.1 (Reasoning, Minimal) | 88% | $0.011 | 19.7s | |
| Mistral Large 3 | 84% | $0.0026 | 28.0s | |
| GPT-5.6 Luna (Reasoning) | 87% | $0.017 | 17.1s | |
| GPT-5.6 Terra | 88% | $0.047 | 38.3s | |
| GPT-5.6 Luna | 87% | $0.017 | 17.0s | |
| GPT-5.4 (Reasoning, Low) | 90% | $0.052 | 1.4m | |
| GPT-5.4 Mini (Reasoning, Low) | 86% | $0.015 | 16.6s | |
| GPT-5.4 Mini (Reasoning) | 87% | $0.021 | 24.2s | |
| Grok 4.3 | 84% | $0.0066 | 41.3s | |
| GPT-5.6 Terra (Reasoning) | 88% | $0.046 | 36.1s | |
| Qwen 3.6 35B | 85% | $0.0063 | 51.6s | |
| Grok 4.20 | 86% | $0.0084 | 54.9s | |
| Muse Spark 1.1 (Reasoning, Medium) | 86% | $0.015 | 27.1s | |
| DeepSeek V4 Flash (Reasoning) | 83% | $0.0007 | 34.4s | |
| Qwen 3.5 122B | 84% | $0.016 | 47.3s | |
| Aion 3.0 Mini | 85% | $0.0034 | 58.6s | |
| DeepSeek V4 Pro (Reasoning) | 85% | $0.0028 | 1.4m | |
| GPT-5.4 | 89% | $0.051 | 1.4m | |
| DeepSeek V4 Flash | 85% | $0.0006 | 29.0s | |
Most Stable Models (Top 20)
Ranked by stability (median × consistency). Click a model name to view its detail page.
| Score | Consistency | Stability | ||
|---|---|---|---|---|
| GPT-5.4 (Reasoning, Low) | 90% | 99% | 90% | |
| GPT-5.4 Mini | 90% | 98% | 88% | |
| GPT-5.5 | 90% | 98% | 88% | |
| GPT-5.5 (Reasoning) | 88% | 98% | 87% | |
| GPT-5.4 (Reasoning) | 89% | 97% | 87% | |
| GPT-5.6 Luna (Reasoning) | 87% | 99% | 86% | |
| GPT-5.6 Sol (Reasoning) | 87% | 98% | 85% | |
| GPT-5.6 Sol | 87% | 98% | 85% | |
| Muse Spark 1.1 (Reasoning, Medium) | 86% | 99% | 85% | |
| GPT-5.4 Mini (Reasoning) | 87% | 98% | 85% | |
| GPT-5.4 Mini (Reasoning, Low) | 86% | 98% | 84% | |
| GPT-5.5 (Reasoning, Low) | 89% | 94% | 84% | |
| GPT-5.6 Luna | 87% | 97% | 84% | |
| GPT-5.6 Terra | 88% | 95% | 84% | |
| GPT-5.6 Terra (Reasoning) | 88% | 95% | 84% | |
| GPT-5.4 | 89% | 94% | 83% | |
| GPT-5.1 | 87% | 96% | 83% | |
| Grok 4.5 (Reasoning, High) | 86% | 96% | 83% | |
| Grok 4.20 (Reasoning) | 86% | 95% | 83% | |
| Muse Spark 1.1 (Reasoning, Minimal) | 88% | 95% | 83% | |
Top Overall Models (Top 20)
Ranked by composite score (performance, cost, speed & stability). Click a model name to view its detail page.
| Score | Cost | Speed | Stability | ||
|---|---|---|---|---|---|
| GPT-5.4 Mini | 90% | $0.014 | 15.5s | 88% | |
| GPT-5.6 Luna (Reasoning) | 87% | $0.017 | 17.1s | 86% | |
| GPT-5.4 (Reasoning, Low) | 90% | $0.052 | 1.4m | 90% | |
| Muse Spark 1.1 (Reasoning, Minimal) | 88% | $0.011 | 19.7s | 83% | |
| GPT-5.6 Luna | 87% | $0.017 | 17.0s | 84% | |
| GPT-5.4 Mini (Reasoning) | 87% | $0.021 | 24.2s | 85% | |
| GPT-5.4 Mini (Reasoning, Low) | 86% | $0.015 | 16.6s | 84% | |
| Muse Spark 1.1 (Reasoning, Medium) | 86% | $0.015 | 27.1s | 85% | |
| DeepSeek V4 Flash | 85% | $0.0006 | 29.0s | 80% | |
| GPT-5.6 Terra (Reasoning) | 88% | $0.046 | 36.1s | 84% | |
| Qwen 3.6 35B | 85% | $0.0063 | 51.6s | 82% | |
| Aion 3.0 Mini | 85% | $0.0034 | 58.6s | 82% | |
| GPT-5.6 Terra | 88% | $0.047 | 38.3s | 84% | |
| Qwen 3.5 Flash | 84% | $0.0026 | 45.9s | 82% | |
| Mistral Small 4 | 84% | $0.0011 | 16.9s | 80% | |
| Grok 4.20 | 86% | $0.0084 | 54.9s | 80% | |
| Ministral 3 14B | 84% | $0.0004 | 9.5s | 79% | |
| DeepSeek V4 Pro (Reasoning) | 85% | $0.0028 | 1.4m | 81% | |
| GPT-5.4 | 89% | $0.051 | 1.4m | 83% | |
| Grok 4.5 (Reasoning, High) | 86% | $0.026 | 1.8m | 83% | |
Fantasy: entering an ancient ruin
Performance Score Distribution (Top 20)
Click a model name to view its detail page.
Price-Performance Score Distribution (Top 20)
Click a model name to view its detail page.
| Score | Cost | Time | ||
|---|---|---|---|---|
| Muse Spark 1.1 (Reasoning, Minimal) | 87% | $0.012 | 19.0s | |
| GPT-5.6 Luna (Reasoning) | 88% | $0.016 | 16.1s | |
| GPT-5.6 Luna | 87% | $0.014 | 14.2s | |
| Muse Spark 1.1 (Reasoning, Medium) | 86% | $0.015 | 23.7s | |
| Gemini 3.1 Flash Lite | 83% | $0.0027 | 8.5s | |
| GPT-5.4 Mini | 86% | $0.013 | 15.7s | |
| Qwen 3.6 35B | 86% | $0.0073 | 53.2s | |
| Qwen 3.6 Flash | 85% | $0.0094 | 36.5s | |
| Gemini 3.1 Flash Lite (Reasoning) | 82% | $0.0028 | 9.1s | |
| Gemini 3.5 Flash Lite (Reasoning, Minimal) | 83% | $0.0025 | 4.6s | |
| Gemini 3.5 Flash Lite (Reasoning) | 81% | $0.0023 | 4.0s | |
| GPT-5.6 Terra (Reasoning) | 88% | $0.036 | 30.6s | |
| GPT-5.4 Mini (Reasoning, Low) | 84% | $0.014 | 15.9s | |
| GPT-5.4 | 90% | $0.042 | 1.3m | |
| Grok 4.5 (Reasoning, Low) | 85% | $0.017 | 52.9s | |
| Gemini 3.1 Flash Lite (Preview) | 81% | $0.0027 | 8.1s | |
| Qwen 3.5 9B | 82% | $0.0009 | 1.3m | |
| Grok 4.20 (Reasoning) | 87% | $0.022 | 1.9m | |
| Qwen 3.5 397B A17B | 86% | $0.010 | 3.1m | |
| GPT-5.4 Mini (Reasoning) | 85% | $0.020 | 37.9s | |
Most Stable Models (Top 20)
Ranked by stability (median × consistency). Click a model name to view its detail page.
| Score | Consistency | Stability | ||
|---|---|---|---|---|
| GPT-5.4 (Reasoning, Low) | 90% | 98% | 88% | |
| GPT-5.5 (Reasoning) | 88% | 99% | 87% | |
| GPT-5.4 (Reasoning) | 90% | 96% | 87% | |
| GPT-5.4 | 90% | 95% | 86% | |
| GPT-5.1 | 87% | 97% | 86% | |
| GPT-5.6 Sol (Reasoning) | 89% | 96% | 86% | |
| GPT-5.5 | 88% | 97% | 85% | |
| GPT-5.6 Terra | 88% | 97% | 85% | |
| GPT-5.5 (Reasoning, Low) | 89% | 95% | 85% | |
| Grok 4.20 (Reasoning) | 87% | 96% | 85% | |
| GPT-5.6 Sol | 89% | 95% | 84% | |
| GPT-5.6 Luna (Reasoning) | 88% | 96% | 84% | |
| GPT-5.6 Terra (Reasoning) | 88% | 96% | 84% | |
| Muse Spark 1.1 (Reasoning, Minimal) | 87% | 95% | 84% | |
| Claude Opus 5 | 86% | 97% | 84% | |
| GPT-5.6 Luna | 87% | 96% | 83% | |
| Claude Opus 5 (Reasoning) | 86% | 97% | 83% | |
| Claude Opus 5 (Reasoning, Low) | 86% | 96% | 83% | |
| Qwen 3.6 Flash | 85% | 96% | 82% | |
| Muse Spark 1.1 (Reasoning, Medium) | 86% | 95% | 82% | |
Top Overall Models (Top 20)
Ranked by composite score (performance, cost, speed & stability). Click a model name to view its detail page.
| Score | Cost | Speed | Stability | ||
|---|---|---|---|---|---|
| GPT-5.6 Luna (Reasoning) | 88% | $0.016 | 16.1s | 84% | |
| Muse Spark 1.1 (Reasoning, Minimal) | 87% | $0.012 | 19.0s | 84% | |
| GPT-5.6 Luna | 87% | $0.014 | 14.2s | 83% | |
| GPT-5.4 | 90% | $0.042 | 1.3m | 86% | |
| GPT-5.4 Mini | 86% | $0.013 | 15.7s | 82% | |
| GPT-5.4 (Reasoning, Low) | 90% | $0.049 | 1.2m | 88% | |
| Muse Spark 1.1 (Reasoning, Medium) | 86% | $0.015 | 23.7s | 82% | |
| GPT-5.6 Terra (Reasoning) | 88% | $0.036 | 30.6s | 84% | |
| Qwen 3.6 Flash | 85% | $0.0094 | 36.5s | 82% | |
| GPT-5.6 Terra | 88% | $0.044 | 36.9s | 85% | |
| Qwen 3.6 35B | 86% | $0.0073 | 53.2s | 80% | |
| Grok 4.20 (Reasoning) | 87% | $0.022 | 1.9m | 85% | |
| GPT-5.4 Mini (Reasoning, Low) | 84% | $0.014 | 15.9s | 79% | |
| Gemini 3.1 Flash Lite (Preview) | 81% | $0.0027 | 8.1s | 80% | |
| Grok 4.5 (Reasoning, Low) | 85% | $0.017 | 52.9s | 80% | |
| GPT-5.4 Mini (Reasoning) | 85% | $0.020 | 37.9s | 80% | |
| GPT-5.1 | 87% | $0.049 | 1.5m | 86% | |
| Gemini 3.1 Flash Lite | 83% | $0.0027 | 8.5s | 77% | |
| Gemini 3.5 Flash Lite (Reasoning, Minimal) | 83% | $0.0025 | 4.6s | 76% | |
| Gemini 3.1 Flash Lite (Reasoning) | 82% | $0.0028 | 9.1s | 77% | |
Mystery: examining a crime scene
Performance Score Distribution (Top 20)
Click a model name to view its detail page.
Price-Performance Score Distribution (Top 20)
Click a model name to view its detail page.
| Score | Cost | Time | ||
|---|---|---|---|---|
| Muse Spark 1.1 (Reasoning, Minimal) | 90% | $0.010 | 17.2s | |
| Muse Spark 1.1 (Reasoning, Medium) | 89% | $0.014 | 23.3s | |
| Grok 4.20 (Reasoning) | 92% | $0.020 | 2.0m | |
| Z.AI GLM 5 Turbo | 86% | $0.0062 | 27.2s | |
| Grok 4.5 (Reasoning, Low) | 88% | $0.016 | 50.8s | |
| Cohere Command R+ (Aug. 2024) | 89% | $0.017 | 52.5s | |
| GPT-5.6 Luna (Reasoning) | 87% | $0.017 | 18.8s | |
| GPT-5.4 Mini | 87% | $0.015 | 17.5s | |
| GPT-5.6 Luna | 86% | $0.014 | 14.2s | |
| GPT-5.4 Mini (Reasoning) | 89% | $0.025 | 33.6s | |
| GPT-5.4 Mini (Reasoning, Low) | 87% | $0.014 | 16.6s | |
| Mistral Medium 3.1 | 84% | $0.0039 | 28.3s | |
| Gemini 3.5 Flash Lite (Reasoning) | 84% | $0.0023 | 4.6s | |
| GPT-5.4 | 91% | $0.047 | 1.4m | |
| Mistral Small 4 (Reasoning) | 84% | $0.0021 | 28.4s | |
| MoonshotAI: Kimi K3 (Reasoning, Low) | 87% | $0.025 | 1.1m | |
| Z.AI GLM 5.1 | 87% | $0.012 | 1.8m | |
| Qwen 3.6 35B | 87% | $0.0068 | 59.4s | |
| Qwen 3.6 Flash | 85% | $0.0096 | 40.8s | |
| Grok 4.20 | 83% | $0.0078 | 42.9s | |
Most Stable Models (Top 20)
Ranked by stability (median × consistency). Click a model name to view its detail page.
| Score | Consistency | Stability | ||
|---|---|---|---|---|
| GPT-5.4 (Reasoning) | 93% | 96% | 90% | |
| GPT-5.4 | 91% | 97% | 89% | |
| Qwen3.6 Max Preview | 92% | 96% | 89% | |
| GPT-5.5 | 89% | 97% | 87% | |
| GPT-5.4 (Reasoning, Low) | 89% | 97% | 87% | |
| Claude Opus 5 (Reasoning, Low) | 90% | 97% | 87% | |
| Grok 4.20 (Reasoning) | 92% | 94% | 87% | |
| GPT-5.1 | 90% | 94% | 87% | |
| Grok 4.5 (Reasoning, Low) | 88% | 97% | 87% | |
| GPT-5.4 Mini (Reasoning) | 89% | 97% | 86% | |
| GPT-5.5 (Reasoning) | 88% | 98% | 86% | |
| GPT-5.6 Sol | 89% | 97% | 86% | |
| GPT-5.6 Terra (Reasoning) | 88% | 98% | 86% | |
| GPT-5.6 Luna (Reasoning) | 87% | 98% | 85% | |
| GPT-5.6 Terra | 88% | 98% | 85% | |
| Muse Spark 1.1 (Reasoning, Minimal) | 90% | 95% | 85% | |
| Claude Opus 5 (Reasoning) | 87% | 97% | 85% | |
| MoonshotAI: Kimi K3 (Reasoning, High) | 88% | 97% | 85% | |
| Muse Spark 1.1 (Reasoning, Medium) | 89% | 95% | 84% | |
| GPT-5.6 Sol (Reasoning) | 88% | 96% | 84% | |
Top Overall Models (Top 20)
Ranked by composite score (performance, cost, speed & stability). Click a model name to view its detail page.
| Score | Cost | Speed | Stability | ||
|---|---|---|---|---|---|
| Muse Spark 1.1 (Reasoning, Minimal) | 90% | $0.010 | 17.2s | 85% | |
| Muse Spark 1.1 (Reasoning, Medium) | 89% | $0.014 | 23.3s | 84% | |
| Grok 4.20 (Reasoning) | 92% | $0.020 | 2.0m | 87% | |
| Grok 4.5 (Reasoning, Low) | 88% | $0.016 | 50.8s | 87% | |
| GPT-5.4 Mini (Reasoning) | 89% | $0.025 | 33.6s | 86% | |
| GPT-5.6 Luna (Reasoning) | 87% | $0.017 | 18.8s | 85% | |
| GPT-5.4 | 91% | $0.047 | 1.4m | 89% | |
| Z.AI GLM 5 Turbo | 86% | $0.0062 | 27.2s | 84% | |
| GPT-5.4 Mini | 87% | $0.015 | 17.5s | 84% | |
| GPT-5.6 Luna | 86% | $0.014 | 14.2s | 83% | |
| GPT-5.4 Mini (Reasoning, Low) | 87% | $0.014 | 16.6s | 83% | |
| GPT-5.6 Terra (Reasoning) | 88% | $0.041 | 34.8s | 86% | |
| Cohere Command R+ (Aug. 2024) | 89% | $0.017 | 52.5s | 81% | |
| Mistral Large 2 | 84% | $0.0090 | 23.4s | 83% | |
| GPT-5.6 Terra | 88% | $0.041 | 32.5s | 85% | |
| Mistral Medium 3.1 | 84% | $0.0039 | 28.3s | 81% | |
| Qwen3.6 Max Preview | 92% | $0.048 | 3.4m | 89% | |
| Claude Sonnet 5 | 87% | $0.024 | 33.6s | 81% | |
| GPT-5.4 (Reasoning, Low) | 89% | $0.055 | 1.4m | 87% | |
| MoonshotAI: Kimi K3 (Reasoning, Low) | 87% | $0.025 | 1.1m | 82% | |
Horror: alone in an eerie place at night
Performance Score Distribution (Top 20)
Click a model name to view its detail page.
Price-Performance Score Distribution (Top 20)
Click a model name to view its detail page.
| Score | Cost | Time | ||
|---|---|---|---|---|
| Muse Spark 1.1 (Reasoning, Medium) | 94% | $0.013 | 22.3s | |
| Muse Spark 1.1 (Reasoning, Minimal) | 90% | $0.0088 | 15.6s | |
| Gemini 3.5 Flash Lite (Reasoning) | 86% | $0.0022 | 4.4s | |
| Qwen 3.5 Plus (2026-04-20) | 90% | $0.028 | 2.9m | |
| Qwen 3.6 Flash | 86% | $0.0086 | 36.1s | |
| GPT-5.4 Mini | 85% | $0.013 | 15.4s | |
| GPT-5.6 Luna (Reasoning) | 87% | $0.015 | 15.8s | |
| GPT-5.6 Luna | 87% | $0.013 | 13.4s | |
| GPT-5.6 Terra | 90% | $0.037 | 29.1s | |
| GPT-5.4 Mini (Reasoning) | 86% | $0.014 | 20.5s | |
| Grok 4.5 (Reasoning, Low) | 88% | $0.015 | 49.8s | |
| Z.AI GLM 5 Turbo | 84% | $0.0060 | 27.7s | |
| GPT-5.4 Nano | 84% | $0.0060 | 23.9s | |
| Gemini 3.5 Flash Lite (Reasoning, Minimal) | 84% | $0.0022 | 4.3s | |
| GPT-5.4 Mini (Reasoning, Low) | 86% | $0.012 | 15.0s | |
| Mistral Small 4 (Reasoning) | 82% | $0.0017 | 23.6s | |
| Mistral Medium 3.1 | 83% | $0.0030 | 25.4s | |
| Writer: Palmyra X5 | 84% | $0.010 | 20.4s | |
| DeepSeek V4 Flash (Reasoning) | 82% | $0.0005 | 24.5s | |
| Ministral 8B | 80% | $0.0002 | 5.2s | |
Most Stable Models (Top 20)
Ranked by stability (median × consistency). Click a model name to view its detail page.
| Score | Consistency | Stability | ||
|---|---|---|---|---|
| Muse Spark 1.1 (Reasoning, Medium) | 94% | 96% | 91% | |
| GPT-5.6 Sol (Reasoning) | 93% | 97% | 90% | |
| GPT-5.5 (Reasoning) | 91% | 98% | 89% | |
| GPT-5.6 Sol | 91% | 97% | 89% | |
| GPT-5.5 (Reasoning, Low) | 91% | 97% | 88% | |
| GPT-5.6 Terra | 90% | 96% | 87% | |
| GPT-5.5 | 90% | 97% | 87% | |
| Muse Spark 1.1 (Reasoning, Minimal) | 90% | 95% | 87% | |
| GPT-5.4 (Reasoning, Low) | 90% | 97% | 87% | |
| GPT-5.4 (Reasoning) | 92% | 93% | 87% | |
| Claude Opus 5 (Reasoning) | 89% | 96% | 86% | |
| Gemini 3.1 Pro (Preview) | 87% | 99% | 85% | |
| GPT-5.6 Terra (Reasoning) | 89% | 96% | 85% | |
| Qwen 3.5 Plus (2026-04-20) | 90% | 93% | 85% | |
| GPT-5.4 | 90% | 93% | 84% | |
| GPT-5.6 Luna | 87% | 97% | 84% | |
| Qwen3.6 Max Preview | 89% | 95% | 84% | |
| GPT-5.4 Mini (Reasoning) | 86% | 98% | 84% | |
| GPT-5.6 Luna (Reasoning) | 87% | 96% | 84% | |
| GPT-5.1 | 88% | 95% | 84% | |
Top Overall Models (Top 20)
Ranked by composite score (performance, cost, speed & stability). Click a model name to view its detail page.
| Score | Cost | Speed | Stability | ||
|---|---|---|---|---|---|
| Muse Spark 1.1 (Reasoning, Medium) | 94% | $0.013 | 22.3s | 91% | |
| Muse Spark 1.1 (Reasoning, Minimal) | 90% | $0.0088 | 15.6s | 87% | |
| Gemini 3.5 Flash Lite (Reasoning) | 86% | $0.0022 | 4.4s | 81% | |
| GPT-5.6 Luna | 87% | $0.013 | 13.4s | 84% | |
| GPT-5.6 Terra | 90% | $0.037 | 29.1s | 87% | |
| GPT-5.6 Luna (Reasoning) | 87% | $0.015 | 15.8s | 84% | |
| GPT-5.4 Mini (Reasoning) | 86% | $0.014 | 20.5s | 84% | |
| GPT-5.6 Terra (Reasoning) | 89% | $0.033 | 25.3s | 85% | |
| Qwen 3.6 Flash | 86% | $0.0086 | 36.1s | 83% | |
| GPT-5.4 Mini (Reasoning, Low) | 86% | $0.012 | 15.0s | 82% | |
| GPT-5.4 Nano | 84% | $0.0060 | 23.9s | 82% | |
| GPT-5.4 Mini | 85% | $0.013 | 15.4s | 83% | |
| Writer: Palmyra X5 | 84% | $0.010 | 20.4s | 82% | |
| Grok 4.20 | 86% | $0.0096 | 54.7s | 83% | |
| GPT-5.4 (Reasoning, Low) | 90% | $0.041 | 1.1m | 87% | |
| Gemini 3.5 Flash Lite (Reasoning, Minimal) | 84% | $0.0022 | 4.3s | 77% | |
| Z.AI GLM 5 | 85% | $0.0061 | 59.0s | 82% | |
| Grok 4.5 (Reasoning, Low) | 88% | $0.015 | 49.8s | 81% | |
| GPT-5.4 Nano (Reasoning) | 83% | $0.0054 | 24.4s | 80% | |
| Mistral Medium 3.1 | 83% | $0.0030 | 25.4s | 80% | |