# AI model leaderboards

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See top models, labs, apps, and providers on AI Gateway with token, request, and cost trends.

## DeepsecBench

`DeepsecBench` measures how well different AI models find security vulnerabilities in application code, based on the [deepsec cyber harness(opens in new tab)](https://deepsec.sh/). The report combines recall and precision into a single benchmark score.

OpenAI

Anthropic

Z.ai

Moonshot AI

DeepSeek

Alibaba

SpaceXAI

Google

Thinking Machines

### Score vs Cost

### Score vs Total Time

### Ranked results

|  |  |  |  |  |  |  |  |  |  |  |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| 1 | [GPT-5.6 Sol xhighopenai/gpt-5.6-sol](/ai-gateway/models/gpt-5.6-sol) | 35.58 | 30.7% | 96.3% | 71/231 | 3 | $55.98 | 3h 39m | 2.3M | codex |
| 2 | [Claude Opus 5 maxanthropic/claude-opus-5](/ai-gateway/models/claude-opus-5) | 32.57 | 28.1% | 88.0% | 65/231 | 10 | $127.93 | 2h 34m | 4.5M | claude |
| 3 | [Claude Opus 5 mediumanthropic/claude-opus-5](/ai-gateway/models/claude-opus-5) | 28.36 | 24.7% | 70.5% | 57/231 | 26 | $31.96 | 47m 1s | 999.7K | claude |
| 4 | [GPT-5.6 Luna xhighopenai/gpt-5.6-luna](/ai-gateway/models/gpt-5.6-luna) | 26.79 | 22.9% | 81.2% | 53/231 | 13 | $24.59 | 3h 1m | 3.3M | codex |
| 5 | [GPT-5.6 Sol mediumopenai/gpt-5.6-sol](/ai-gateway/models/gpt-5.6-sol) | 25.10 | 21.2% | 94.3% | 49/231 | 3 | $17.95 | 30m 52s | 703.0K | codex |
| 6 | [GLM-5.3 highzai/glm-5.3](/ai-gateway/models/glm-5.3) | 22.00 | 18.6% | 80.7% | 43/231 | 11 | $16.22 | 2h 5m | 1.2M | pi |
| 7 | [GPT-5.5 xhighopenai/gpt-5.5](/ai-gateway/models/gpt-5.5) | 21.20 | 17.7% | 95.5% | 41/231 | 2 | $43.42 | 2h 22m | 2.2M | codex |
| 8 | [GLM-5.3 maxzai/glm-5.3](/ai-gateway/models/glm-5.3) | 20.48 | 17.3% | 75.9% | 40/231 | 13 | $14.60 | 1h 29m | 1.2M | pi |
| 9 | [GPT-5.6 Terra xhighopenai/gpt-5.6-terra](/ai-gateway/models/gpt-5.6-terra) | 19.21 | 16.0% | 95.3% | 37/231 | 2 | $27.81 | 1h 45m | 2.1M | codex |
| 10 | [Kimi K3 xhighmoonshotai/kimi-k3](/ai-gateway/models/kimi-k3) | 17.56 | 14.7% | 77.1% | 34/231 | 11 | $12.38 | 1h 59m | 731.9K | pi |
| 11 | [Claude Sonnet 5 maxanthropic/claude-sonnet-5](/ai-gateway/models/claude-sonnet-5) | 17.06 | 14.3% | 76.1% | 33/231 | 11 | $45.17 | 3h 8m | 4.6M | claude |
| 12 | [Deepseek V4 Flash xhighdeepseek/deepseek-v4-flash](/ai-gateway/models/deepseek-v4-flash) | 16.54 | 13.9% | 74.0% | 32/231 | 13 | $5.94 | 1h 18m | 1.5M | pi |
| 13 | [Qwen3.8 Max xhighalibaba/qwen3.8-max](/ai-gateway/models/qwen3.8-max) | 16.54 | 13.9% | 73.9% | 32/231 | 12 | $6.33 | 1h 52m | 342.6K | pi |
| 14 | [Grok 4.5 mediumxai/grok-4.5](/ai-gateway/models/grok-4.5) | 16.54 | 13.9% | 73.3% | 32/231 | 12 | $11.04 | 1h 37m | 909.6K | pi |
| 15 | [Grok 4.6 xhighxai/grok-4.6](/ai-gateway/models/grok-4.6) | 16.23 | 13.4% | 100.0% | 31/231 | 0 | $22.29 | 4h 2m | 3.5M | pi |
| 16 | [Qwen3.8 Max mediumalibaba/qwen3.8-max](/ai-gateway/models/qwen3.8-max) | 15.59 | 13.0% | 78.9% | 30/231 | 8 | $6.22 | 2h 3m | 383.4K | pi |
| 17 | [Grok 4.5 xhighxai/grok-4.5](/ai-gateway/models/grok-4.5) | 15.58 | 13.0% | 77.8% | 30/231 | 10 | $5.60 | 1h 24m | 1.0M | pi |
| 18 | [Deepseek V4 Flash mediumdeepseek/deepseek-v4-flash](/ai-gateway/models/deepseek-v4-flash) | 15.48 | 13.0% | 66.7% | 30/231 | 16 | $5.06 | 1h 21m | 1.4M | pi |
| 19 | [Grok 4.6 mediumxai/grok-4.6](/ai-gateway/models/grok-4.6) | 14.65 | 12.1% | 88.6% | 28/231 | 4 | $27.01 | 5h 7m | 4.6M | pi |
| 20 | [GPT-5.5 mediumopenai/gpt-5.5](/ai-gateway/models/gpt-5.5) | 12.63 | 10.4% | 92.3% | 24/231 | 2 | $14.94 | 24m 5s | 751.4K | codex |
| 21 | [GPT-5.6 Terra mediumopenai/gpt-5.6-terra](/ai-gateway/models/gpt-5.6-terra) | 12.12 | 10.0% | 92.0% | 23/231 | 2 | $5.15 | 13m 15s | 617.7K | codex |
| 22 | [GPT-5.6 Luna mediumopenai/gpt-5.6-luna](/ai-gateway/models/gpt-5.6-luna) | 12.08 | 10.0% | 82.8% | 23/231 | 5 | $5.23 | 11m 59s | 572.0K | codex |
| 23 | [Gemini 3.6 Flash mediumgoogle/gemini-3.6-flash](/ai-gateway/models/gemini-3.6-flash) | 11.56 | 9.5% | 80.0% | 22/231 | 6 | $10.74 | 26m 21s | 2.7M | pi |
| 24 | [Kimi K3 mediummoonshotai/kimi-k3](/ai-gateway/models/kimi-k3) | 11.48 | 9.5% | 64.1% | 22/231 | 14 | $10.84 | 1h 29m | 676.6K | pi |
| 25 | [GLM-5.2 mediumzai/glm-5.2](/ai-gateway/models/glm-5.2) | 10.46 | 8.7% | 62.5% | 20/231 | 12 | $11.09 | 1h 3m | 1.5M | pi |
| 26 | [GLM-5.2 xhighzai/glm-5.2](/ai-gateway/models/glm-5.2) | 9.90 | 8.2% | 53.8% | 19/231 | 18 | $51.84 | 2h 30m | 4.7M | pi |
| 27 | [Gemini 3.6 Flash xhighgoogle/gemini-3.6-flash](/ai-gateway/models/gemini-3.6-flash) | 8.99 | 7.4% | 77.3% | 17/231 | 5 | $5.33 | 22m 18s | 1.8M | pi |
| 28 | [Claude Opus 4.8 maxanthropic/claude-opus-4.8](/ai-gateway/models/claude-opus-4.8) | 6.91 | 5.6% | 81.3% | 13/231 | 3 | $7.56 | 19m 29s | 80.8K | claude |
| 29 | [Claude Opus 4.8 mediumanthropic/claude-opus-4.8](/ai-gateway/models/claude-opus-4.8) | 6.88 | 5.6% | 61.9% | 13/231 | 8 | $10.81 | 18m 16s | 78.1K | claude |
| 30 | [Inkling xhighthinkingmachines/inkling](/ai-gateway/models/inkling) | 6.32 | 5.2% | 48.0% | 12/231 | 13 | $1.93 | 11m 34s | 300.9K | pi |
| 31 | [Claude Sonnet 5 mediumanthropic/claude-sonnet-5](/ai-gateway/models/claude-sonnet-5) | 5.84 | 4.8% | 61.1% | 11/231 | 7 | $6.66 | 15m 47s | 442.2K | claude |
| 32 | [Inkling mediumthinkingmachines/inkling](/ai-gateway/models/inkling) | 5.26 | 4.3% | 37.0% | 10/231 | 17 | $2.18 | 10m 31s | 509.0K | pi |
| 33 | [Claude Haiku 4.5 defaultanthropic/claude-haiku-4.5](/ai-gateway/models/claude-haiku-4.5) | 4.73 | 3.9% | 33.3% | 9/231 | 18 | $5.91 | 29m 40s | 912.4K | claude |
| 34 | [Gemini 3.5 Flash Lite mediumgoogle/gemini-3.5-flash-lite](/ai-gateway/models/gemini-3.5-flash-lite) | 2.14 | 1.7% | 44.4% | 4/231 | 5 | $0.58 | 1m 46s | 459.9K | pi |
| 35 | [Gemini 3.5 Flash Lite xhighgoogle/gemini-3.5-flash-lite](/ai-gateway/models/gemini-3.5-flash-lite) | 1.07 | 0.9% | 28.6% | 2/231 | 5 | $0.18 | 1m 7s | 406.5K | pi |