Novel outline
Handle questions about the outline of a novel in various formats
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 | ||
|---|---|---|---|---|
| Inception Mercury 2 | 86% | $0.0003 | 567ms | |
| Laguna XS 2.1 | 79% | $0.0001 | 2.3s | |
| DeepSeek V4.1 Flash (Reasoning, High) | 100% | $0.0002 | 1.8s | |
| Gemini 2.5 Flash Lite | 57% | $0.0002 | 575ms | |
| Ministral 3 3B | 57% | $0.0002 | 1.3s | |
| Gemini 2.5 Flash Lite (Reasoning) | 98% | $0.0004 | 2.5s | |
| Ministral 3 8B | 67% | $0.0002 | 1.8s | |
| Mistral NeMO | 68% | $0.0002 | 2.6s | |
| DeepSeek V4 Flash | 63% | $0.0001 | 3.1s | |
| Z.AI GLM 5.3 Flash (Reasoning, Low) | 87% | $0.0001 | 5.3s | |
| Mistral Small 4 | 56% | $0.0002 | 1.7s | |
| Laguna S 2.1 | 83% | $0.0001 | 14.2s | |
| Ministral 3 14B | 69% | $0.0003 | 3.3s | |
| GPT-5.4 Nano (Reasoning, Low) | 88% | $0.0005 | 3.0s | |
| GPT-4.1 Mini | 66% | $0.0003 | 2.5s | |
| Arcee AI: Trinity Mini | 59% | $0.0002 | 3.9s | |
| Gemini 3.1 Flash Lite (Preview) | 83% | $0.0007 | 1.2s | |
| Gemini 3.1 Flash Lite | 86% | $0.0007 | 1.5s | |
| Gemini 3.1 Flash Lite (Reasoning) | 86% | $0.0007 | 1.2s | |
| GPT-5.4 Nano (Reasoning) | 85% | $0.0005 | 3.1s | |
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.
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% | |
| 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% | |
| Gemini 3.1 Pro (Preview) | 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% | |
| GPT-5.5 (Reasoning) | 100% | 100% | 100% | |
| Kimi K2.6 | 100% | 100% | 100% | |
| Claude Opus 4.7 (Reasoning) | 100% | 100% | 100% | |
| GPT-5.5 (Reasoning, Low) | 100% | 100% | 100% | |
| Claude Opus 4.8 (Reasoning) | 100% | 100% | 100% | |
| Muse Spark 1.1 (Reasoning, Minimal) | 100% | 100% | 100% | |
| Qwen 3.5 397B A17B | 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 | ||
|---|---|---|---|---|---|
| DeepSeek V4.1 Flash (Reasoning, High) | 100% | $0.0002 | 1.8s | 100% | |
| GPT-5.4 (Reasoning, Low) | 100% | $0.0030 | 3.1s | 100% | |
| Muse Spark 1.1 (Reasoning, Minimal) | 100% | $0.0032 | 3.1s | 100% | |
| Gemini 3 Flash (Preview, Reasoning) | 100% | $0.0027 | 4.0s | 100% | |
| Gemini 3.8 Flash (Reasoning, Medium) | 100% | $0.0036 | 2.8s | 100% | |
| DeepSeek V4 Pro 0813 (Reasoning, High) | 100% | $0.0024 | 5.0s | 100% | |
| Gemini 3.7 Flash (Reasoning, Medium) | 100% | $0.0036 | 4.7s | 100% | |
| Muse Spark 1.1 (Reasoning, Medium) | 100% | $0.0040 | 4.2s | 100% | |
| Muse Spark 1.2 (Reasoning, Medium) | 100% | $0.0046 | 4.2s | 100% | |
| Muse Glimmer 30B (Reasoning, Medium) | 100% | $0.0010 | 10.5s | 100% | |
| Qwen 3.6 35B | 100% | $0.0019 | 10.0s | 100% | |
| GPT-5.4 (Reasoning) | 100% | $0.0034 | 8.1s | 100% | |
| Gemini 3.6 Flash (Reasoning) | 100% | $0.0078 | 3.3s | 100% | |
| Qwen 3.8 Max (Reasoning, XHigh) | 100% | $0.0050 | 7.7s | 100% | |
| Qwen 3.7 Flash (Reasoning) | 99% | $0.0002 | 7.8s | 87% | |
| Qwen 3.5 Flash | 100% | $0.0009 | 15.4s | 100% | |
| GPT-5.5 (Reasoning, Low) | 100% | $0.010 | 3.1s | 100% | |
| Aion 2.0 | 100% | $0.0021 | 15.6s | 100% | |
| Kimi K2.5 | 100% | $0.0022 | 15.5s | 100% | |
| Claude Sonnet 5 (Reasoning, Low) | 100% | $0.0091 | 5.9s | 100% | |
| outline-count | pov-count | ||||||
|---|---|---|---|---|---|---|---|
| Model | Total â–¼ | Count chapters | Count acts | Count scenes | Count point of views for Jack Harper | Count point of views for Olivia | Count point of views for Jack and Olivia |
| Qwen 3.8 Max (Reasoning, XHigh) | 100% | 100% | 100% | 100% | 100% | 100% | 100% |
| Gemini 3.8 Flash (Reasoning, Medium) | 100% | 100% | 100% | 100% | 100% | 100% | 100% |
| Claude Opus 4.6 (Reasoning) | 100% | 100% | 100% | 100% | 100% | 100% | 100% |
| Gemini 3.6 Flash (Reasoning) | 100% | 100% | 100% | 100% | 100% | 100% | 100% |
| Gemini 3.7 Flash (Reasoning, Medium) | 100% | 100% | 100% | 100% | 100% | 100% | 100% |
| Hy4 Preview (Reasoning, High) | 100% | 100% | 100% | 100% | 100% | 100% | 100% |
| Muse Spark 1.2 (Reasoning, Medium) | 100% | 100% | 100% | 100% | 100% | 100% | 100% |
| Qwen 3.7 Max | 100% | 100% | 100% | 100% | 100% | 100% | 100% |
| DeepSeek V4.1 Flash (Reasoning, High) | 100% | 100% | 100% | 100% | 100% | 100% | 100% |
| Gemini 3.1 Pro (Preview) | 100% | 100% | 100% | 100% | 100% | 100% | 100% |
| GPT-5.4 (Reasoning) | 100% | 100% | 100% | 100% | 100% | 100% | 100% |
| Muse Spark 1.1 (Reasoning, Medium) | 100% | 100% | 100% | 100% | 100% | 100% | 100% |
| Qwen 3.6 Max Preview | 100% | 100% | 100% | 100% | 100% | 100% | 100% |
| GPT-5.5 (Reasoning) | 100% | 100% | 100% | 100% | 100% | 100% | 100% |
| Kimi K2.6 | 100% | 100% | 100% | 100% | 100% | 100% | 100% |
outline-count
Count chapters
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 3 4B | 100% | $0.0001 | 335ms | |
| Gemini 2.5 Flash Lite | 100% | $0.0001 | 442ms | |
| Ministral 8B | 100% | $0.0001 | 413ms | |
| Gemma 3 12B | 100% | $0.0001 | 642ms | |
| Ministral 3B | 80% | $0.0001 | 715ms | |
| Inception Mercury 2 | 100% | $0.0002 | 400ms | |
| GPT-4.1 Nano | 100% | $0.0000 | 1.2s | |
| Ministral 3 3B | 100% | $0.0002 | 665ms | |
| Gemini 2.5 Flash | 100% | $0.0002 | 487ms | |
| GPT-4o Mini (temp=1) | 100% | $0.0002 | 662ms | |
| Mistral Small 4 | 100% | $0.0001 | 947ms | |
| DeepSeek V4 Flash | 100% | $0.0001 | 1.4s | |
| Gemma 3 27B | 100% | $0.0001 | 1.1s | |
| GPT-4o Mini (temp=0) | 100% | $0.0002 | 845ms | |
| Gemma 4 26B | 100% | $0.0002 | 3.2s | |
| Ministral 3 8B | 100% | $0.0002 | 815ms | |
| DeepSeek V4.1 Flash (Reasoning, High) | 100% | $0.0001 | 1.2s | |
| GPT-5.6 Luna | 100% | $0.0004 | 907ms | |
| Gemma 4 31B | 100% | $0.0002 | 5.2s | |
| Mistral Small 3.2 24B | 100% | $0.0002 | 1.4s | |
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% | |
| Z.AI GLM 5.3 (Reasoning, Max) | 100% | 100% | 100% | |
| GPT-5.6 Sol (Reasoning) | 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% | |
| 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% | |
| 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 | ||
|---|---|---|---|---|---|
| Gemma 3 4B | 100% | $0.0001 | 335ms | 100% | |
| Ministral 8B | 100% | $0.0001 | 413ms | 100% | |
| Inception Mercury 2 | 100% | $0.0002 | 400ms | 100% | |
| Gemini 2.5 Flash Lite | 100% | $0.0001 | 442ms | 100% | |
| Gemini 2.5 Flash | 100% | $0.0002 | 487ms | 100% | |
| Gemma 3 12B | 100% | $0.0001 | 642ms | 100% | |
| Ministral 3 3B | 100% | $0.0002 | 665ms | 100% | |
| Gemini 3.5 Flash Lite (Reasoning) | 100% | $0.0005 | 410ms | 100% | |
| GPT-4o Mini (temp=1) | 100% | $0.0002 | 662ms | 100% | |
| Gemini 3.5 Flash Lite (Reasoning, Minimal) | 100% | $0.0005 | 423ms | 100% | |
| Gemini 3.1 Flash Lite (Reasoning) | 100% | $0.0004 | 658ms | 100% | |
| Ministral 3 8B | 100% | $0.0002 | 815ms | 100% | |
| GPT-4o Mini (temp=0) | 100% | $0.0002 | 845ms | 100% | |
| Gemini 3.1 Flash Lite (Preview) | 100% | $0.0004 | 692ms | 100% | |
| Gemini 3.1 Flash Lite | 100% | $0.0004 | 709ms | 100% | |
| Mistral Small 4 | 100% | $0.0001 | 947ms | 100% | |
| GPT-5.4 Nano (Reasoning) | 100% | $0.0003 | 826ms | 100% | |
| GPT-5.4 Nano | 100% | $0.0003 | 834ms | 100% | |
| GPT-5.6 Luna | 100% | $0.0004 | 907ms | 100% | |
| Gemma 3 27B | 100% | $0.0001 | 1.1s | 100% | |
| Median | Evaluator | Top 3 | Flop 3 |
|---|---|---|---|
| 100.0% | Contains a count of nouns |
Count acts
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 3 4B | 100% | $0.0001 | 311ms | |
| Inception Mercury 2 | 100% | $0.0001 | 301ms | |
| Ministral 3B | 100% | $0.0001 | 718ms | |
| GPT-4.1 Nano | 100% | $0.0000 | 1.0s | |
| Laguna XS 2.1 | 100% | $0.0001 | 1.1s | |
| Mistral Small 4 | 100% | $0.0001 | 1.2s | |
| Ministral 8B | 100% | $0.0001 | 520ms | |
| DeepSeek V4.1 Flash (Reasoning, High) | 100% | $0.0001 | 978ms | |
| Gemini 2.5 Flash Lite | 100% | $0.0001 | 429ms | |
| DeepSeek V4 Flash (Reasoning) | 100% | $0.0001 | 1.6s | |
| DeepSeek V4 Flash | 100% | $0.0001 | 2.6s | |
| Gemma 3 12B | 100% | $0.0001 | 1.6s | |
| Mistral Small 4 (Reasoning) | 100% | $0.0002 | 1.1s | |
| Gemini 2.5 Flash | 100% | $0.0002 | 512ms | |
| Ministral 3 3B | 100% | $0.0002 | 1.0s | |
| Arcee AI: Trinity Mini | 100% | $0.0001 | 1.5s | |
| Laguna S 2.1 | 100% | $0.0001 | 13.7s | |
| GPT-4o Mini (temp=1) | 100% | $0.0002 | 663ms | |
| GPT-4o Mini (temp=0) | 100% | $0.0002 | 838ms | |
| Nemotron 3 Nano | 100% | $0.0001 | 4.5s | |
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% | |
| Z.AI GLM 5.3 (Reasoning, Max) | 100% | 100% | 100% | |
| GPT-5.6 Sol (Reasoning) | 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% | |
| 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% | |
| 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 | ||
|---|---|---|---|---|---|
| Gemma 3 4B | 100% | $0.0001 | 311ms | 100% | |
| Inception Mercury 2 | 100% | $0.0001 | 301ms | 100% | |
| Gemini 2.5 Flash Lite | 100% | $0.0001 | 429ms | 100% | |
| Ministral 8B | 100% | $0.0001 | 520ms | 100% | |
| Gemini 2.5 Flash | 100% | $0.0002 | 512ms | 100% | |
| Ministral 3B | 100% | $0.0001 | 718ms | 100% | |
| GPT-4o Mini (temp=1) | 100% | $0.0002 | 663ms | 100% | |
| Gemini 3.1 Flash Lite | 100% | $0.0004 | 657ms | 100% | |
| GPT-4o Mini (temp=0) | 100% | $0.0002 | 838ms | 100% | |
| DeepSeek V4.1 Flash (Reasoning, High) | 100% | $0.0001 | 978ms | 100% | |
| GPT-4.1 Nano | 100% | $0.0000 | 1.0s | 100% | |
| Gemini 3.1 Flash Lite (Reasoning) | 100% | $0.0004 | 697ms | 100% | |
| Gemini 3.5 Flash Lite (Reasoning) | 100% | $0.0006 | 521ms | 100% | |
| Gemini 3.5 Flash Lite (Reasoning, Minimal) | 100% | $0.0006 | 556ms | 100% | |
| Laguna XS 2.1 | 100% | $0.0001 | 1.1s | 100% | |
| Gemini 3.1 Flash Lite (Preview) | 100% | $0.0004 | 769ms | 100% | |
| Ministral 3 3B | 100% | $0.0002 | 1.0s | 100% | |
| Mistral Small 4 (Reasoning) | 100% | $0.0002 | 1.1s | 100% | |
| Mistral Small 4 | 100% | $0.0001 | 1.2s | 100% | |
| GPT-5.4 Nano | 100% | $0.0003 | 970ms | 100% | |
| Median | Evaluator | Top 3 | Flop 3 |
|---|---|---|---|
| 100.0% | Contains a count of nouns |
Count scenes
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 | ||
|---|---|---|---|---|
| Laguna XS 2.1 | 80% | $0.0001 | 2.2s | |
| DeepSeek V4.1 Flash (Reasoning, High) | 100% | $0.0002 | 1.7s | |
| Inception Mercury 2 | 60% | $0.0004 | 610ms | |
| Gemini 2.5 Flash Lite (Reasoning) | 90% | $0.0003 | 2.0s | |
| Arcee AI: Trinity Mini | 100% | $0.0001 | 2.9s | |
| Gemini 3.1 Flash Lite | 70% | $0.0008 | 3.1s | |
| Mistral NeMO | 90% | $0.0003 | 3.1s | |
| Gemini 3.1 Flash Lite (Reasoning) | 60% | $0.0008 | 1.4s | |
| DeepSeek V4 Flash 0731 (Reasoning, High) | 100% | $0.0002 | 12.2s | |
| Mistral Small 4 (Reasoning) | 90% | $0.0005 | 3.3s | |
| GPT-5.4 Nano (Reasoning, Low) | 90% | $0.0005 | 6.3s | |
| ByteDance Seed 1.6 Flash | 90% | $0.0004 | 5.4s | |
| DeepSeek V4 Flash (Reasoning) | 100% | $0.0002 | 8.0s | |
| GPT-5.6 Terra (Reasoning) | 100% | $0.0024 | 2.5s | |
| GPT-5.4 Mini (Reasoning, Low) | 100% | $0.0016 | 3.6s | |
| Gemini 2.5 Flash (Reasoning) | 100% | $0.0016 | 3.0s | |
| Qwen 3.7 Flash (Reasoning) | 100% | $0.0003 | 9.5s | |
| Thinking Machines Inkling Small (Reasoning, High) | 100% | $0.0010 | 6.5s | |
| GPT-5.4 Mini (Reasoning) | 90% | $0.0017 | 3.9s | |
| Grok 4.20 | 80% | $0.0021 | 2.8s | |
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% | |
| Z.AI GLM 5.3 (Reasoning, Max) | 100% | 100% | 100% | |
| GPT-5.6 Sol (Reasoning) | 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% | |
| 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% | |
| 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 | ||
|---|---|---|---|---|---|
| DeepSeek V4.1 Flash (Reasoning, High) | 100% | $0.0002 | 1.7s | 100% | |
| Arcee AI: Trinity Mini | 100% | $0.0001 | 2.9s | 100% | |
| Gemini 2.5 Flash (Reasoning) | 100% | $0.0016 | 3.0s | 100% | |
| GPT-5.6 Terra (Reasoning) | 100% | $0.0024 | 2.5s | 100% | |
| GPT-5.4 Mini (Reasoning, Low) | 100% | $0.0016 | 3.6s | 100% | |
| Muse Spark 1.1 (Reasoning, Minimal) | 100% | $0.0033 | 2.7s | 100% | |
| DeepSeek V4 Pro 0813 (Reasoning, High) | 100% | $0.0023 | 4.7s | 100% | |
| Thinking Machines Inkling Small (Reasoning, High) | 100% | $0.0010 | 6.5s | 100% | |
| Gemini 3 Flash (Preview, Reasoning) | 100% | $0.0028 | 4.3s | 100% | |
| Gemini 3.8 Flash (Reasoning, Medium) | 100% | $0.0043 | 2.6s | 100% | |
| DeepSeek V4 Flash (Reasoning) | 100% | $0.0002 | 8.0s | 100% | |
| GPT-5.1 | 100% | $0.0022 | 5.6s | 100% | |
| GPT-5.4 (Reasoning, Low) | 100% | $0.0032 | 4.5s | 100% | |
| Gemini 3.7 Flash (Reasoning, Medium) | 100% | $0.0043 | 3.5s | 100% | |
| GPT-5.6 Sol (Reasoning) | 100% | $0.0048 | 3.0s | 100% | |
| o4 Mini | 100% | $0.0028 | 5.8s | 100% | |
| GPT-5.4 (Reasoning) | 100% | $0.0034 | 5.2s | 100% | |
| Qwen 3.7 Flash (Reasoning) | 100% | $0.0003 | 9.5s | 100% | |
| Muse Spark 1.1 (Reasoning, Medium) | 100% | $0.0046 | 4.3s | 100% | |
| Qwen 3.8 27B (Reasoning, XHigh) | 100% | $0.0018 | 8.1s | 100% | |