Language Writing
Can the model generate text in different languages?
Character dialogue (Hindi) in a story
Performance Score Distribution (Top 20)
Click a model name to view its detail page.
| Score | ||
|---|---|---|
| Z.AI GLM 5 Turbo | 100% | |
| Claude Sonnet 4.6 | 100% | |
| o4 Mini High | 100% | |
| o4 Mini | 100% | |
| Z.AI GLM 4.5 | 100% | |
| GPT-5.4 Mini (Reasoning, Low) | 100% | |
| Gemini 3 Flash (Preview) | 100% | |
| DeepSeek-V2 Chat | 100% | |
| Inception Mercury 2 | 100% | |
| Stealth: Aurora Alpha | 100% | |
| GPT-4.1 Mini | 100% | |
| GPT-5 Nano | 100% | |
| GPT-4o, Aug. 6th (temp=0) | 100% | |
| GPT-5.4 Mini | 100% | |
| DeepSeek V3.1 | 100% | |
| GPT-4o Mini (temp=1) | 100% | |
| GPT-4o Mini (temp=0) | 100% | |
| Nemotron 3 Nano | 100% | |
| Claude 3 Haiku | 100% | |
| Claude Opus 4.5 | 99% | |
Price-Performance Score Distribution (Top 20)
Click a model name to view its detail page.
| Score | Cost | Time | ||
|---|---|---|---|---|
| Stealth: Aurora Alpha | 100% | — | 3.2s | |
| Inception Mercury | 91% | $0.0002 | 1.5s | |
| GPT-4.1 Nano | 90% | $0.0001 | 4.0s | |
| Inception Mercury 2 | 100% | $0.0006 | 1.3s | |
| Mistral NeMO | 80% | $0.0001 | 3.7s | |
| GPT-4.1 Mini | 100% | $0.0005 | 5.0s | |
| GPT-4o Mini (temp=0) | 100% | $0.0003 | 7.3s | |
| GPT-4o Mini (temp=1) | 100% | $0.0003 | 5.9s | |
| Claude 3 Haiku | 100% | $0.0007 | 4.1s | |
| Nemotron 3 Nano | 100% | $0.0002 | 8.8s | |
| Nemotron 3 Super | 96% | $0.0000 | 31.4s | |
| GPT-5.4 Mini (Reasoning, Low) | 100% | $0.0021 | 3.2s | |
| GPT-5.4 Mini | 100% | $0.0024 | 2.8s | |
| GPT-5.4 Nano (Reasoning) | 91% | $0.0015 | 5.7s | |
| Gemini 3 Flash (Preview) | 100% | $0.0021 | 5.8s | |
| GPT-5.4 Nano | 81% | $0.0016 | 6.1s | |
| DeepSeek V3.1 | 100% | $0.0011 | 16.3s | |
| Hermes 3 405B | 98% | $0.0000 | 18.9s | |
| Z.AI GLM 4.5 | 100% | $0.0018 | 16.6s | |
| Grok 4.20 (Beta) | 92% | $0.0038 | 3.3s | |
Most Stable Models (Top 20)
Ranked by stability (median × consistency). Click a model name to view its detail page.
| Score | Consistency | Stability | ||
|---|---|---|---|---|
| Z.AI GLM 5 Turbo | 100% | 100% | 100% | |
| Claude Sonnet 4.6 | 100% | 100% | 100% | |
| o4 Mini High | 100% | 100% | 100% | |
| o4 Mini | 100% | 100% | 100% | |
| Z.AI GLM 4.5 | 100% | 100% | 100% | |
| GPT-5.4 Mini (Reasoning, Low) | 100% | 100% | 100% | |
| Gemini 3 Flash (Preview) | 100% | 100% | 100% | |
| DeepSeek-V2 Chat | 100% | 100% | 100% | |
| Inception Mercury 2 | 100% | 100% | 100% | |
| Stealth: Aurora Alpha | 100% | 100% | 100% | |
| GPT-4.1 Mini | 100% | 100% | 100% | |
| GPT-5 Nano | 100% | 100% | 100% | |
| GPT-4o, Aug. 6th (temp=0) | 100% | 100% | 100% | |
| GPT-5.4 Mini | 100% | 100% | 100% | |
| DeepSeek V3.1 | 100% | 100% | 100% | |
| GPT-4o Mini (temp=1) | 100% | 100% | 100% | |
| GPT-4o Mini (temp=0) | 100% | 100% | 100% | |
| Nemotron 3 Nano | 100% | 100% | 100% | |
| Claude 3 Haiku | 100% | 100% | 100% | |
| Claude Opus 4.5 | 99% | 96% | 96% | |
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 | ||
|---|---|---|---|---|---|
| Inception Mercury 2 | 100% | $0.0006 | 1.3s | 100% | |
| Stealth: Aurora Alpha | 100% | — | 3.2s | 100% | |
| Claude 3 Haiku | 100% | $0.0007 | 4.1s | 100% | |
| GPT-4.1 Mini | 100% | $0.0005 | 5.0s | 100% | |
| GPT-4o Mini (temp=1) | 100% | $0.0003 | 5.9s | 100% | |
| GPT-4o Mini (temp=0) | 100% | $0.0003 | 7.3s | 100% | |
| GPT-5.4 Mini (Reasoning, Low) | 100% | $0.0021 | 3.2s | 100% | |
| Nemotron 3 Nano | 100% | $0.0002 | 8.8s | 100% | |
| GPT-5.4 Mini | 100% | $0.0024 | 2.8s | 100% | |
| Gemini 3 Flash (Preview) | 100% | $0.0021 | 5.8s | 100% | |
| DeepSeek V3.1 | 100% | $0.0011 | 16.3s | 100% | |
| Z.AI GLM 4.5 | 100% | $0.0018 | 16.6s | 100% | |
| GPT-4o, Aug. 6th (temp=0) | 100% | $0.0055 | 6.4s | 100% | |
| Z.AI GLM 5 Turbo | 100% | $0.0041 | 11.7s | 100% | |
| DeepSeek-V2 Chat | 100% | $0.0002 | 26.9s | 100% | |
| Hermes 3 405B | 98% | $0.0000 | 18.9s | 90% | |
| o4 Mini | 100% | $0.0079 | 19.4s | 100% | |
| GPT-4o, Aug. 6th (temp=1) | 97% | $0.0049 | 5.6s | 89% | |
| GPT-4o, May 13th (temp=0) | 98% | $0.0091 | 7.3s | 94% | |
| Claude Sonnet 4.6 | 100% | $0.013 | 16.2s | 100% | |
| Median | Evaluator | Top 3 | Flop 3 |
|---|---|---|---|
| 74.6% | Parse dialogue |