N-Length Sentences
Write sentences with exactly N words
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 3.1 Flash Lite | 100% | $0.0001 | 1.5s | |
| Gemini 3.1 Flash Lite (Reasoning) | 98% | $0.0001 | 2.0s | |
| Gemini 3.1 Flash Lite (Preview) | 100% | $0.0001 | 1.2s | |
| Gemma 4 26B | 96% | $0.0000 | 3.8s | |
| Gemini 3 Flash (Preview) | 99% | $0.0004 | 1.9s | |
| Inception Mercury 2 | 100% | $0.0007 | 1.2s | |
| Gemini 3.5 Flash (Reasoning, Minimal) | 88% | $0.0011 | 1.6s | |
| Gemini 3.6 Flash (Reasoning, Minimal) | 90% | $0.0011 | 1.8s | |
| GPT-5.4 Nano (Reasoning, Low) | 100% | $0.0008 | 5.7s | |
| GPT-5.4 Nano (Reasoning) | 100% | $0.0010 | 7.5s | |
| Llama 3.1 70B | 84% | $0.0002 | 2.1s | |
| GPT-6 Luna (Reasoning, Medium) | 100% | $0.0005 | 11.1s | |
| Nemotron 3 Super | 100% | $0.0000 | 16.0s | |
| Claude Haiku 5.5 (Adaptive) | 100% | $0.0011 | 9.0s | |
| GPT-6 Luna (Reasoning, High) | 100% | $0.0006 | 12.9s | |
| GPT-5.4 Mini (Reasoning, Low) | 100% | $0.0025 | 6.3s | |
| Claude Haiku 5.5 (Reasoning, Low) | 90% | $0.0006 | 7.2s | |
| Gemma 4 31B | 89% | $0.0001 | 8.6s | |
| Claude Haiku 5.5 (Reasoning, Medium) | 87% | $0.0006 | 7.4s | |
| Muse Spark 1.1 (Reasoning, Minimal) | 100% | $0.0037 | 5.2s | |
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.
4 low-scoring outliers hidden: Arcee AI: Trinity Mini (31.3%), Ministral 8B (28.4%), Ministral 3B (26.1%), Mistral NeMO (18.6%).
Most Stable Models (Top 20)
Ranked by stability (median × consistency). Click a model name to view its detail page.
| Score | Consistency | Stability | ||
|---|---|---|---|---|
| Qwen 3.8 Max (Reasoning, XHigh) | 100% | 100% | 100% | |
| Gemini 3.8 Flash (Reasoning, Medium) | 100% | 100% | 100% | |
| Gemini 3.6 Flash (Reasoning) | 100% | 100% | 100% | |
| Gemini 3.7 Flash (Reasoning, Medium) | 100% | 100% | 100% | |
| Hy4 Preview (Reasoning, High) | 100% | 100% | 100% | |
| Muse Spark 1.2 (Reasoning, Medium) | 100% | 100% | 100% | |
| Qwen 3.7 Max | 100% | 100% | 100% | |
| Qwen 3.8 Flash (Reasoning) | 100% | 100% | 100% | |
| Grok 4.5 (Reasoning, High) | 100% | 100% | 100% | |
| Gemini 3.1 Pro (Preview) | 100% | 100% | 100% | |
| Muse Spark 1.1 (Reasoning, Medium) | 100% | 100% | 100% | |
| Qwen 3.6 Max Preview | 100% | 100% | 100% | |
| Claude Sonnet 4.6 (Reasoning) | 100% | 100% | 100% | |
| Z.AI GLM 5.2 (Reasoning, High) | 100% | 100% | 100% | |
| Gemini 3.5 Flash (Reasoning) | 100% | 100% | 100% | |
| Z.AI GLM 5 Turbo | 100% | 100% | 100% | |
| Kimi K3 (Reasoning, High) | 100% | 100% | 100% | |
| Qwen 3.8 27B (Reasoning, XHigh) | 100% | 100% | 100% | |
| Grok 4.6 (Reasoning, High) | 100% | 100% | 100% | |
| Grok 4.7 (Reasoning, High) | 100% | 100% | 100% | |
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 | ||
|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite (Preview) | 100% | $0.0001 | 1.2s | 100% | |
| Gemini 3.1 Flash Lite | 100% | $0.0001 | 1.5s | 100% | |
| Inception Mercury 2 | 100% | $0.0007 | 1.2s | 98% | |
| GPT-5.4 Nano (Reasoning) | 100% | $0.0010 | 7.5s | 100% | |
| GPT-5.4 Mini (Reasoning, Low) | 100% | $0.0025 | 6.3s | 100% | |
| Gemini 3 Flash (Preview) | 99% | $0.0004 | 1.9s | 95% | |
| Nemotron 3 Super | 100% | $0.0000 | 16.0s | 100% | |
| GPT-5.4 Mini (Reasoning) | 100% | $0.0038 | 8.1s | 100% | |
| GPT-5.4 Nano (Reasoning, Low) | 100% | $0.0008 | 5.7s | 95% | |
| Claude Haiku 5.5 (Adaptive) | 100% | $0.0011 | 9.0s | 96% | |
| Muse Spark 1.1 (Reasoning, Minimal) | 100% | $0.0037 | 5.2s | 97% | |
| Muse Spark 1.1 (Reasoning, Medium) | 100% | $0.0054 | 7.4s | 100% | |
| Gemini 3.7 Flash (Reasoning, Medium) | 100% | $0.0063 | 5.6s | 100% | |
| GPT-6 Luna (Reasoning, Medium) | 100% | $0.0005 | 11.1s | 96% | |
| Gemini 3.8 Flash (Reasoning, Medium) | 100% | $0.0070 | 6.1s | 100% | |
| GPT-OSS 120B | 100% | $0.0004 | 20.3s | 98% | |
| GPT-6 Luna (Reasoning, High) | 100% | $0.0006 | 12.9s | 95% | |
| Muse Spark 1.2 (Reasoning, Medium) | 100% | $0.0076 | 9.3s | 100% | |
| GPT-6.1 Terra (Reasoning, Medium) | 99% | $0.0044 | 10.7s | 96% | |
| DeepSeek V4.1 Flash 1017 (Reasoning, High) | 99% | $0.0012 | 12.5s | 94% | |
| Model | Total â–¼ | Write sentences with 5 words each | Write sentences with 10 words each | Write sentences with 20 words each |
|---|---|---|---|---|
| Qwen 3.8 Max (Reasoning, XHigh) | 100% | 100% | 100% | 100% |
| Gemini 3.8 Flash (Reasoning, Medium) | 100% | 100% | 100% | 100% |
| Gemini 3.6 Flash (Reasoning) | 100% | 100% | 100% | 100% |
| Gemini 3.7 Flash (Reasoning, Medium) | 100% | 100% | 100% | 100% |
| Hy4 Preview (Reasoning, High) | 100% | 100% | 100% | 100% |
| Muse Spark 1.2 (Reasoning, Medium) | 100% | 100% | 100% | 100% |
| Qwen 3.7 Max | 100% | 100% | 100% | 100% |
| Qwen 3.8 Flash (Reasoning) | 100% | 100% | 100% | 100% |
| Grok 4.5 (Reasoning, High) | 100% | 100% | 100% | 100% |
| Gemini 3.1 Pro (Preview) | 100% | 100% | 100% | 100% |
| Muse Spark 1.1 (Reasoning, Medium) | 100% | 100% | 100% | 100% |
| Qwen 3.6 Max Preview | 100% | 100% | 100% | 100% |
| Claude Sonnet 4.6 (Reasoning) | 100% | 100% | 100% | 100% |
| Z.AI GLM 5.2 (Reasoning, High) | 100% | 100% | 100% | 100% |
| Gemini 3.5 Flash (Reasoning) | 100% | 100% | 100% | 100% |
1–15 of 205
Page 1 / 14
Write sentences with 5 words each
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 3.1 Flash Lite | 100% | $0.0001 | 2.3s | |
| Gemini 3.5 Flash Lite (Reasoning) | 100% | $0.0002 | 711ms | |
| Gemini 3.1 Flash Lite (Preview) | 100% | $0.0001 | 904ms | |
| Gemini 3.1 Flash Lite (Reasoning) | 100% | $0.0001 | 945ms | |
| Gemini 3.5 Flash Lite (Reasoning, Minimal) | 100% | $0.0002 | 795ms | |
| Mistral Medium 3.5 | 100% | $0.0004 | 805ms | |
| Mistral Medium 3.5 (Reasoning) | 100% | $0.0004 | 848ms | |
| Llama 3.1 70B | 100% | $0.0001 | 1.3s | |
| Gemini 3 Flash (Preview) | 100% | $0.0002 | 1.3s | |
| Mistral Medium 3.1 | 99% | $0.0002 | 1.9s | |
| Inception Mercury 2 | 100% | $0.0006 | 1.1s | |
| Mistral Large 4.0 | 98% | $0.0002 | 2.6s | |
| Gemma 4 26B | 100% | $0.0000 | 4.3s | |
| Qwen 2.5 72B | 89% | $0.0007 | 44.4s | |
| Gemini 3.5 Flash (Reasoning, Minimal) | 100% | $0.0007 | 1.2s | |
| Gemma 4 31B | 100% | $0.0000 | 4.7s | |
| Gemini 3.6 Flash (Reasoning, Minimal) | 100% | $0.0008 | 1.6s | |
| Grok 4.3 | 92% | $0.0002 | 1.5s | |
| DeepSeek V3 (2024-12-26) | 95% | $0.0001 | 4.3s | |
| GPT-6 Sol | 98% | $0.0007 | 2.9s | |
Most Stable Models (Top 20)
Ranked by stability (median × consistency). Click a model name to view its detail page.
| Score | Consistency | Stability | ||
|---|---|---|---|---|
| Qwen 3.8 Max (Reasoning, XHigh) | 100% | 100% | 100% | |
| Gemini 3.8 Flash (Reasoning, Medium) | 100% | 100% | 100% | |
| Muse Wonder (Reasoning, Medium) | 100% | 100% | 100% | |
| Claude Opus 4.6 (Reasoning) | 100% | 100% | 100% | |
| Gemini 3.6 Flash (Reasoning) | 100% | 100% | 100% | |
| Gemini 3.7 Flash (Reasoning, Medium) | 100% | 100% | 100% | |
| Hy4 Preview (Reasoning, High) | 100% | 100% | 100% | |
| Muse Spark 1.2 (Reasoning, Medium) | 100% | 100% | 100% | |
| Qwen 3.7 Max | 100% | 100% | 100% | |
| DeepSeek V4.1 Flash (Reasoning, High) | 100% | 100% | 100% | |
| Qwen 3.8 Flash (Reasoning) | 100% | 100% | 100% | |
| Grok 4.5 (Reasoning, High) | 100% | 100% | 100% | |
| Gemini 3.1 Pro (Preview) | 100% | 100% | 100% | |
| Muse Spark 1.3 (Reasoning, Medium) | 100% | 100% | 100% | |
| GPT-6 Luna (Reasoning, High) | 100% | 100% | 100% | |
| GPT-5.4 (Reasoning) | 100% | 100% | 100% | |
| Muse Spark 1.1 (Reasoning, Medium) | 100% | 100% | 100% | |
| Gemini 4 Argon (Reasoning, Medium) | 100% | 100% | 100% | |
| Z.AI GLM 5.1 | 100% | 100% | 100% | |
| Qwen 3.6 Max Preview | 100% | 100% | 100% | |
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 | ||
|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite (Preview) | 100% | $0.0001 | 904ms | 100% | |
| Gemini 3.1 Flash Lite (Reasoning) | 100% | $0.0001 | 945ms | 100% | |
| Gemini 3.5 Flash Lite (Reasoning) | 100% | $0.0002 | 711ms | 100% | |
| Gemini 3.5 Flash Lite (Reasoning, Minimal) | 100% | $0.0002 | 795ms | 100% | |
| Gemini 3 Flash (Preview) | 100% | $0.0002 | 1.3s | 100% | |
| Mistral Medium 3.5 | 100% | $0.0004 | 805ms | 100% | |
| Mistral Medium 3.5 (Reasoning) | 100% | $0.0004 | 848ms | 100% | |
| Gemini 3.1 Flash Lite | 100% | $0.0001 | 2.3s | 100% | |
| Inception Mercury 2 | 100% | $0.0006 | 1.1s | 100% | |
| Llama 3.1 70B | 100% | $0.0001 | 1.3s | 99% | |
| Gemma 4 26B | 100% | $0.0000 | 4.3s | 100% | |
| Gemini 3.5 Flash (Reasoning, Minimal) | 100% | $0.0007 | 1.2s | 100% | |
| Gemma 4 31B | 100% | $0.0000 | 4.7s | 100% | |
| GPT-5.4 Nano (Reasoning, Low) | 100% | $0.0006 | 5.1s | 100% | |
| Nemotron 3 Super | 100% | $0.0000 | 8.5s | 100% | |
| Gemini 3.6 Flash (Reasoning, Minimal) | 100% | $0.0008 | 1.6s | 99% | |
| Claude Haiku 5.5 (Adaptive) | 100% | $0.0007 | 6.7s | 100% | |
| GPT-6 Luna (Reasoning, High) | 100% | $0.0004 | 8.5s | 100% | |
| Claude Haiku 5.5 (Reasoning, Medium) | 100% | $0.0006 | 7.6s | 100% | |
| Claude Sonnet 4.6 | 100% | $0.0016 | 3.3s | 100% | |
| Median | Evaluator | Top 3 | Flop 3 |
|---|---|---|---|
| 99.3% | Matches word count |
Write sentences with 10 words each
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 | ||
|---|---|---|---|---|
| Gemma 4 26B | 100% | $0.0000 | 3.6s | |
| Gemini 3.1 Flash Lite | 100% | $0.0001 | 1.1s | |
| Gemini 3.1 Flash Lite (Reasoning) | 100% | $0.0001 | 1.1s | |
| Gemini 3.1 Flash Lite (Preview) | 100% | $0.0001 | 1.2s | |
| Llama 3.1 70B | 96% | $0.0002 | 1.9s | |
| Gemini 3 Flash (Preview) | 100% | $0.0004 | 2.0s | |
| Inception Mercury 2 | 100% | $0.0006 | 1.2s | |
| GPT-5.4 Nano (Reasoning, Low) | 100% | $0.0007 | 5.4s | |
| Gemini 3.6 Flash (Reasoning, Minimal) | 100% | $0.0011 | 1.8s | |
| Gemma 4 31B | 100% | $0.0001 | 13.0s | |
| GPT-5.4 Nano (Reasoning) | 100% | $0.0008 | 6.1s | |
| GPT-OSS 120B | 100% | $0.0003 | 16.2s | |
| GPT-6 Luna (Reasoning, Medium) | 100% | $0.0005 | 11.5s | |
| Gemini 3.5 Flash (Reasoning, Minimal) | 98% | $0.0012 | 1.6s | |
| GPT-6 Luna (Reasoning, High) | 99% | $0.0005 | 11.6s | |
| Nemotron 3 Super | 100% | $0.0000 | 20.5s | |
| GPT-6 Sol | 97% | $0.0009 | 4.8s | |
| Gemini 4 Argon (Reasoning, Medium) | 100% | $0.0014 | 3.5s | |
| Claude Haiku 5.5 (Adaptive) | 99% | $0.0012 | 9.0s | |
| Qwen 3.8 Flash (Reasoning) | 100% | $0.0008 | 28.0s | |
Most Stable Models (Top 20)
Ranked by stability (median × consistency). Click a model name to view its detail page.
| Score | Consistency | Stability | ||
|---|---|---|---|---|
| Qwen 3.8 Max (Reasoning, XHigh) | 100% | 100% | 100% | |
| GPT-6.1 Sol (Reasoning, Medium) | 100% | 100% | 100% | |
| Gemini 3.8 Flash (Reasoning, Medium) | 100% | 100% | 100% | |
| Ember-1 (Reasoning, Max) | 100% | 100% | 100% | |
| Z.AI GLM 5.3 (Reasoning, Max) | 100% | 100% | 100% | |
| GPT-5.6 Sol (Reasoning, Medium) | 100% | 100% | 100% | |
| GPT-6.1 Terra (Reasoning, Medium) | 100% | 100% | 100% | |
| Gemini 3.6 Flash (Reasoning) | 100% | 100% | 100% | |
| Gemini 3.7 Flash (Reasoning, Medium) | 100% | 100% | 100% | |
| Hy4 Preview (Reasoning, High) | 100% | 100% | 100% | |
| Muse Spark 1.2 (Reasoning, Medium) | 100% | 100% | 100% | |
| Qwen 3.7 Max | 100% | 100% | 100% | |
| Z.AI GLM 5.3 Flash (Reasoning, Max) | 100% | 100% | 100% | |
| Qwen 3.8 Flash (Reasoning) | 100% | 100% | 100% | |
| Grok 4.5 (Reasoning, High) | 100% | 100% | 100% | |
| Gemini 3.1 Pro (Preview) | 100% | 100% | 100% | |
| Muse Spark 1.3 (Reasoning, Medium) | 100% | 100% | 100% | |
| GPT-5.4 (Reasoning) | 100% | 100% | 100% | |
| Muse Spark 1.1 (Reasoning, Medium) | 100% | 100% | 100% | |
| Qwen 3.6 Max Preview | 100% | 100% | 100% | |
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 | ||
|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite (Reasoning) | 100% | $0.0001 | 1.1s | 100% | |
| Gemini 3.1 Flash Lite | 100% | $0.0001 | 1.1s | 100% | |
| Gemini 3.1 Flash Lite (Preview) | 100% | $0.0001 | 1.2s | 100% | |
| Gemini 3 Flash (Preview) | 100% | $0.0004 | 2.0s | 100% | |
| Gemma 4 26B | 100% | $0.0000 | 3.6s | 100% | |
| GPT-5.4 Nano (Reasoning, Low) | 100% | $0.0007 | 5.4s | 100% | |
| GPT-5.4 Nano (Reasoning) | 100% | $0.0008 | 6.1s | 100% | |
| Inception Mercury 2 | 100% | $0.0006 | 1.2s | 97% | |
| Gemini 3.6 Flash (Reasoning, Minimal) | 100% | $0.0011 | 1.8s | 98% | |
| GPT-6 Luna (Reasoning, Medium) | 100% | $0.0005 | 11.5s | 100% | |
| Gemini 4 Argon (Reasoning, Medium) | 100% | $0.0014 | 3.5s | 98% | |
| GPT-5.4 Mini (Reasoning, Low) | 100% | $0.0021 | 6.5s | 100% | |
| Gemma 4 31B | 100% | $0.0001 | 13.0s | 98% | |
| GPT-5.4 Mini (Reasoning) | 100% | $0.0029 | 6.9s | 100% | |
| Muse Spark 1.1 (Reasoning, Minimal) | 100% | $0.0035 | 4.9s | 100% | |
| Nemotron 3 Super | 100% | $0.0000 | 20.5s | 100% | |
| GPT-OSS 120B | 100% | $0.0003 | 16.2s | 98% | |
| GPT-6.1 Terra (Reasoning, Medium) | 100% | $0.0037 | 9.2s | 100% | |
| GPT-5 Nano | 100% | $0.0008 | 23.8s | 100% | |
| Gemini 3.7 Flash (Reasoning, Medium) | 100% | $0.0054 | 5.1s | 100% | |
| Median | Evaluator | Top 3 | Flop 3 |
|---|---|---|---|
| 98.6% | Matches word count |
Write sentences with 20 words each
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 3.1 Flash Lite | 100% | $0.0002 | 1.2s | |
| Gemini 3.1 Flash Lite (Preview) | 100% | $0.0001 | 1.4s | |
| Gemini 3.1 Flash Lite (Reasoning) | 94% | $0.0001 | 4.1s | |
| Inception Mercury 2 | 100% | $0.0008 | 1.4s | |
| Gemini 3 Flash (Preview) | 97% | $0.0005 | 2.3s | |
| GPT-5.4 Nano (Reasoning, Low) | 99% | $0.0011 | 6.7s | |
| GPT-5.4 Nano (Reasoning) | 100% | $0.0013 | 9.3s | |
| Claude Haiku 5.5 (Reasoning, Low) | 99% | $0.0010 | 10.4s | |
| Nemotron 3 Super | 100% | $0.0000 | 19.1s | |
| Claude Haiku 5.5 (Adaptive) | 99% | $0.0014 | 11.2s | |
| GPT-6 Luna (Reasoning, Medium) | 100% | $0.0008 | 15.4s | |
| Claude Haiku 5.5 (Reasoning, Medium) | 98% | $0.0012 | 11.8s | |
| GPT-6 Luna (Reasoning, High) | 100% | $0.0010 | 18.5s | |
| GPT-OSS 120B | 100% | $0.0005 | 20.9s | |
| DeepSeek V4.1 Flash 1017 (Reasoning, High) | 100% | $0.0014 | 14.4s | |
| GPT-5.4 Mini (Reasoning, Low) | 100% | $0.0040 | 8.4s | |
| Muse Glimmer 30B (Reasoning, Medium) | 100% | $0.0015 | 21.9s | |
| Muse Spark 1.1 (Reasoning, Minimal) | 99% | $0.0050 | 6.9s | |
| ByteDance Seed 1.6 Flash | 92% | $0.0009 | 16.4s | |
| Nemotron 3 Nano | 100% | $0.0005 | 31.4s | |
Most Stable Models (Top 20)
Ranked by stability (median × consistency). Click a model name to view its detail page.
| Score | Consistency | Stability | ||
|---|---|---|---|---|
| Claude Opus 5.5 (Reasoning) | 100% | 100% | 100% | |
| Kimi K3.1 Pro (Reasoning, Max) | 100% | 100% | 100% | |
| Qwen 3.8 Max (Reasoning, XHigh) | 100% | 100% | 100% | |
| GPT-6.1 Sol (Reasoning, Medium) | 100% | 100% | 100% | |
| Gemini 3.8 Flash (Reasoning, Medium) | 100% | 100% | 100% | |
| Ember-1 (Reasoning, Max) | 100% | 100% | 100% | |
| GPT-5.6 Sol (Reasoning, Medium) | 100% | 100% | 100% | |
| Claude Opus 4.6 (Reasoning) | 100% | 100% | 100% | |
| GPT-6.1 Terra (Reasoning, Medium) | 100% | 100% | 100% | |
| Gemini 3.6 Flash (Reasoning) | 100% | 100% | 100% | |
| Gemini 3.7 Flash (Reasoning, Medium) | 100% | 100% | 100% | |
| Hy4 Preview (Reasoning, High) | 100% | 100% | 100% | |
| Muse Spark 1.2 (Reasoning, Medium) | 100% | 100% | 100% | |
| Qwen 3.7 Max | 100% | 100% | 100% | |
| Qwen 3.8 Flash (Reasoning) | 100% | 100% | 100% | |
| Grok 4.5 (Reasoning, High) | 100% | 100% | 100% | |
| DeepSeek V4.1 Flash 1017 (Reasoning, High) | 100% | 100% | 100% | |
| Gemini 3.1 Pro (Preview) | 100% | 100% | 100% | |
| GPT-6 Luna (Reasoning, High) | 100% | 100% | 100% | |
| Muse Spark 1.1 (Reasoning, Medium) | 100% | 100% | 100% | |
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 | ||
|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite | 100% | $0.0002 | 1.2s | 100% | |
| Gemini 3.1 Flash Lite (Preview) | 100% | $0.0001 | 1.4s | 100% | |
| Inception Mercury 2 | 100% | $0.0008 | 1.4s | 100% | |
| GPT-5.4 Nano (Reasoning) | 100% | $0.0013 | 9.3s | 100% | |
| GPT-5.4 Mini (Reasoning, Low) | 100% | $0.0040 | 8.4s | 100% | |
| GPT-6 Luna (Reasoning, Medium) | 100% | $0.0008 | 15.4s | 100% | |
| DeepSeek V4.1 Flash 1017 (Reasoning, High) | 100% | $0.0014 | 14.4s | 100% | |
| Nemotron 3 Super | 100% | $0.0000 | 19.1s | 100% | |
| GPT-6 Luna (Reasoning, High) | 100% | $0.0010 | 18.5s | 100% | |
| GPT-5.4 Mini (Reasoning) | 100% | $0.0060 | 10.9s | 100% | |
| GPT-OSS 120B | 100% | $0.0005 | 20.9s | 100% | |
| Muse Spark 1.1 (Reasoning, Medium) | 100% | $0.0072 | 9.5s | 100% | |
| Gemini 3.7 Flash (Reasoning, Medium) | 100% | $0.0091 | 7.6s | 100% | |
| Muse Glimmer 30B (Reasoning, Medium) | 100% | $0.0015 | 21.9s | 100% | |
| Claude Haiku 5.5 (Adaptive) | 99% | $0.0014 | 11.2s | 97% | |
| Gemini 3.8 Flash (Reasoning, Medium) | 100% | $0.0095 | 8.0s | 100% | |
| Claude Haiku 5.5 (Reasoning, Low) | 99% | $0.0010 | 10.4s | 96% | |
| GPT-6.1 Terra (Reasoning, Medium) | 100% | $0.0062 | 14.5s | 100% | |
| Gemini 3 Flash (Preview) | 97% | $0.0005 | 2.3s | 93% | |
| Muse Spark 1.2 (Reasoning, Medium) | 100% | $0.010 | 12.4s | 100% | |
| Median | Evaluator | Top 3 | Flop 3 |
|---|---|---|---|
| 97.5% | Matches word count |