Coding
Best models for code generation and debugging.
| # | Model | Score | AI Index | Context | Input / 1M | Output / 1M | Caps | |
|---|---|---|---|---|---|---|---|---|
| 1 |  | Anthropic: Claude Opus 4.7anthropic New Top Pick In-House Pick | 97.1 | 57.3 | 1M | $5.00 | $25.00 | |
| 2 |  | Google: Gemini 3.1 Pro Previewgoogle Best for Agents | 96.1 | 57.2 | 1M | $2.00 | $12.00 | |
| 3 | | Anthropic: Claude Opus 4.6anthropic | 93.4 | 46.5 | 1M | $5.00 | $25.00 | |
| 4 |  | OpenAI: GPT-5.5openai New Top Pick | 93.1 | 60.2 | 1.1M | $5.00 | $30.00 | |
| 5 | | OpenAI: GPT-5.4openai | 92.9 | 35.4 | 1.1M | $2.50 | $15.00 | |
| 6 | | OpenAI: GPT-5.3-Codexopenai Best for Coding | 89.8 | 53.6 | 400K | $1.75 | $14.00 | |
| 7 |  | DeepSeek: DeepSeek V4 Prodeepseek New | 88.6 | 49.8 | 1M | $0.4350 | $0.8700 | |
| 8 | | OpenAI: GPT-5.2openai | 87.5 | 33.6 | 400K | $1.75 | $14.00 | |
| 9 |  | MoonshotAI: Kimi K2.6moonshotai New | 86.4 | 53.9 | 256K | $0.7448 | $4.66 | |
| 10 | | Anthropic: Claude Sonnet 4.6anthropic In-House Pick | 85.7 | 51.7 | 1M | $3.00 | $15.00 | |
| 11 | | GPT-5.5 (high)OpenAI New Top Pick | 85.4 | 58.9 | $5.00 | $30.00 | ||
| 12 |  | Xiaomi: MiMo-V2.5-Proxiaomi New | 85.3 | 53.8 | 1M | $1.00 | $3.00 | |
| 13 | | GPT-5.5 (medium)OpenAI New Best for Coding | 84.8 | 56.7 | $5.00 | $30.00 | ||
| 14 | | Google: Gemini 3 Flash Previewgoogle | 84.1 | 46.4 | 1M | $0.5000 | $3.00 | |
| 15 | | Anthropic: Claude Opus 4.5anthropic | 82.5 | 43.1 | 200K | $5.00 | $25.00 | |
| 16 | | GPT-5.5 (low)OpenAI New | 82 | 50.8 | $5.00 | $30.00 | ||
| 17 | | OpenAI: GPT-5.4 Nanoopenai | 82 | 44 | 400K | $0.2000 | $1.25 | |
| 18 |  | Muse SparkMeta New | 82 | 52.1 | Free | Free | ||
| 19 |  | Qwen: Qwen3.6 Max Previewqwen New | 82 | 51.8 | 262K | $1.30 | $7.80 | |
| 20 | | OpenAI: GPT-5.2-Codexopenai | 81.6 | 49 | 400K | $1.75 | $14.00 | |
| 21 | | Qwen: Qwen3.5 397B A17Bqwen | 79.6 | 40.1 | 262K | $0.3900 | $2.34 | |
| 22 | | Google: Nano Banana Pro (Gemini 3 Pro Image Preview)google | 79.6 | 48.4 | 66K | $2.00 | $12.00 | |
| 23 | | OpenAI: GPT-5 Codexopenai | 79.1 | 44.6 | 400K | $1.25 | $10.00 | |
| 24 |  | Kwaipilot: KAT-Coder-Pro V2kwaipilot | 77.2 | 43.8 | 256K | $0.3000 | $1.20 | |
| 25 | | Google: Gemini 2.5 Pro Preview 06-05google | 77.1 | 30.3 | 1M | $1.25 | $10.00 | |
| 26 | | OpenAI: GPT-5 Miniopenai | 76.3 | 41.2 | 400K | $0.2500 | $2.00 | |
| 27 | | Google: Gemma 4 31Bgoogle New | 75.9 | 32.3 | 262K | $0.1300 | $0.3800 | |
| 28 | | OpenAI: GPT-5.1-Codexopenai | 75.6 | 43.1 | 400K | $1.25 | $10.00 | |
| 29 | | OpenAI: o3openai | 74.8 | 38.4 | 200K | $2.00 | $8.00 | |
| 30 |  | xAI: Grok 4x-ai | 74.1 | 41.5 | 256K | $3.00 | $15.00 | |
| 31 | | OpenAI: GPT-5.1-Codex-Miniopenai | 73.5 | 38.6 | 400K | $0.2500 | $2.00 | |
| 32 | | MoonshotAI: Kimi K2 Thinkingmoonshotai | 72.3 | 40.9 | 262K | $0.6000 | $2.50 | |
| 33 | | OpenAI: o3 Deep Researchopenai | 71.8 | 38.3 | 200K | $10.00 | $40.00 | |
| 34 | | Google: Gemini 2.5 Progoogle | 70.7 | 34.6 | 1M | $1.25 | $10.00 | |
| 35 |  | Z.ai: GLM 5z-ai | 70.3 | 49.8 | 203K | $0.6000 | $2.08 | |
| 36 | | Anthropic: Claude 3.7 Sonnet (thinking)anthropic | 69.6 | 34.7 | 200K | $3.00 | $15.00 | |
| 37 | | xAI: Grok 4 Fastx-ai | 69.5 | 35.1 | 2M | $0.2000 | $0.5000 | |
| 38 | | GPT-5.5 (Non-reasoning)OpenAI New | 68.8 | 40.9 | $5.00 | $30.00 | ||
| 39 | | OpenAI: gpt-oss-120bopenai | 66.4 | 24.5 | 131K | $0.0390 | $0.1900 | |
| 40 | | DeepSeek: DeepSeek V3.1 Terminusdeepseek | 65.9 | 28.5 | 164K | $0.2100 | $0.7900 | |
| 41 | | Anthropic: Claude 3.7 Sonnetanthropic | 65.9 | 30.8 | 200K | $3.00 | $15.00 | |
| 42 | | DeepSeek: DeepSeek V3.2deepseek | 65.5 | 41.7 | 131K | $0.2520 | $0.3780 | |
| 43 | | OpenAI: o4 Miniopenai | 65.2 | 33.1 | 200K | $1.10 | $4.40 | |
| 44 | | DeepSeek: DeepSeek V3.2 Specialedeepseek | 63 | 29.4 | 164K | $0.4000 | $1.20 | |
| 45 | | xAI: Grok 3 Minix-ai | 63 | 32.1 | 131K | $0.3000 | $0.5000 | |
| 46 |  | TNG: DeepSeek R1T2 Chimeratngtech | 60.7 | 27 | 164K | $0.3000 | $1.10 | |
| 47 | | Anthropic: Claude 3.5 Sonnetanthropic | 60.3 | 15.9 | 200K | $6.00 | $30.00 | |
| 48 | | MoonshotAI: Kimi K2 0905moonshotai | 60.3 | 30.9 | 262K | $0.4000 | $2.00 | |
| 49 | | OpenAI: GPT-4.1openai | 59.1 | 26.3 | 1M | $2.00 | $8.00 | |
| 50 | | DeepSeek: DeepSeek V3.1deepseek | 59.1 | 27.7 | 33K | $0.1500 | $0.7500 |
#1NewTop PickIn-House Pick97.1
Anthropic: Claude Opus 4.7anthropic
#2Best for Agents96.1
Google: Gemini 3.1 Pro Previewgoogle
#393.4
Anthropic: Claude Opus 4.6anthropic
#4NewTop Pick93.1
OpenAI: GPT-5.5openai
#592.9
OpenAI: GPT-5.4openai
#6Best for Coding89.8
OpenAI: GPT-5.3-Codexopenai
#7New88.6
DeepSeek: DeepSeek V4 Prodeepseek
#887.5
OpenAI: GPT-5.2openai
#9New86.4
MoonshotAI: Kimi K2.6moonshotai
#10In-House Pick85.7
Anthropic: Claude Sonnet 4.6anthropic
#11NewTop Pick85.4
GPT-5.5 (high)OpenAI
#12New85.3
Xiaomi: MiMo-V2.5-Proxiaomi
#13NewBest for Coding84.8
GPT-5.5 (medium)OpenAI
#1484.1
Google: Gemini 3 Flash Previewgoogle
#1582.5
Anthropic: Claude Opus 4.5anthropic
#16New82
GPT-5.5 (low)OpenAI
#1782
OpenAI: GPT-5.4 Nanoopenai
#18New82
Muse SparkMeta
#19New82
Qwen: Qwen3.6 Max Previewqwen
#2081.6
OpenAI: GPT-5.2-Codexopenai
#2179.6
Qwen: Qwen3.5 397B A17Bqwen
#2279.6
Google: Nano Banana Pro (Gemini 3 Pro Image Preview)google
#2379.1
OpenAI: GPT-5 Codexopenai
#2477.2
Kwaipilot: KAT-Coder-Pro V2kwaipilot
#2577.1
Google: Gemini 2.5 Pro Preview 06-05google
#2676.3
OpenAI: GPT-5 Miniopenai
#27New75.9
Google: Gemma 4 31Bgoogle
#2875.6
OpenAI: GPT-5.1-Codexopenai
#2974.8
OpenAI: o3openai
#3074.1
xAI: Grok 4x-ai
#3173.5
OpenAI: GPT-5.1-Codex-Miniopenai
#3272.3
MoonshotAI: Kimi K2 Thinkingmoonshotai
#3371.8
OpenAI: o3 Deep Researchopenai
#3470.7
Google: Gemini 2.5 Progoogle
#3570.3
Z.ai: GLM 5z-ai
#3669.6
Anthropic: Claude 3.7 Sonnet (thinking)anthropic
#3769.5
xAI: Grok 4 Fastx-ai
#38New68.8
GPT-5.5 (Non-reasoning)OpenAI
#3966.4
OpenAI: gpt-oss-120bopenai
#4065.9
DeepSeek: DeepSeek V3.1 Terminusdeepseek
#4165.9
Anthropic: Claude 3.7 Sonnetanthropic
#4265.5
DeepSeek: DeepSeek V3.2deepseek
#4365.2
OpenAI: o4 Miniopenai
#4463
DeepSeek: DeepSeek V3.2 Specialedeepseek
#4563
xAI: Grok 3 Minix-ai
#4660.7
TNG: DeepSeek R1T2 Chimeratngtech
#4760.3
Anthropic: Claude 3.5 Sonnetanthropic
#4860.3
MoonshotAI: Kimi K2 0905moonshotai
#4959.1
OpenAI: GPT-4.1openai
#5059.1
DeepSeek: DeepSeek V3.1deepseek
