Every major AI model ranked across benchmark quality, inference speed, agentic capability, programming aptitude, and cost efficiency — updated continuously from published evaluation data.
416
Tracked models
38
Providers
328
Benchmarked
32.3
Avg. index
416 models
| Rank | Model | Provider | Score | Benchmarks | Inference | Agentic | Programming | Value | Price |
|---|---|---|---|---|---|---|---|---|---|
| 21 | GPT-6 Sol gpt-6-sol multimodalvisionmulti-input reasoning | OpenAI | 65.9 overall | 0.0 | 96.4 | 0.0 | 0.0 | 17.0 | $2 in / $10 out |
| 22 | Claude Opus 4.8 claude-opus-4-8 multimodalvisionmulti-input reasoning | Anthropic | 65.8 overall | 72.8 | 66.7 | 68.9 | 80.3 | 5.5 | |
| 23 | Muse Spark Open muse-spark-open multimodalvisionmulti-input reasoning | Meta | 65.7 overall | 62.0 | 85.2 | 72.0 | 66.6 | 27.7 | $1.25 in / $4.25 out |
| 24 | Gemini 3.7 Flash gemini-3.7-flash multimodalvisionmulti-input reasoning | Google | 65.4 overall | 65.8 | 85.2 | 0.0 | 0.0 | 32.7 | |
| 25 | Mistral Large 4 mistral-large-4 multimodalvisionmulti-input reasoning | Mistral AI | 65.4 overall | 0.0 | 66.7 | 0.0 | 74.3 | 44.0 | |
| 26 | GPT-5.6 Terra gpt-5.6-terra multimodalvisionmulti-input reasoning | OpenAI | 65.2 overall | 72.5 | 96.4 | 55.3 | 67.2 | 14.0 | |
| 27 | Seed 2.1 Pro seed-2.1-pro multimodalvisionmulti-input reasoning | ByteDance | 65.0 overall | 67.4 | 0.0 | 67.9 | 58.6 | 0.0 | N/A |
| 28 | Muse Spark 1.1 muse-spark-1.1 multimodalvisionmulti-input reasoning | Meta | 64.8 overall | 66.9 | 85.2 | 74.6 | 53.4 | 27.7 | $1.25 in / $4.25 out |
| 29 | GPT-5.6 Luna gpt-5.6-luna multimodalvisionmulti-input reasoning | OpenAI | 64.8 overall | 62.5 | 96.4 | 49.7 | 64.0 | 58.2 | $0.2 in / $1.2 out |
| 30 | GLM-5.3 glm-5.3 textinference | Zhipu AI | 64.6 overall | 68.9 | 85.2 | 60.2 | 0.0 | 29.7 | $1.2 in / $4 out |
| 31 | Claude Fable 5 claude-fable-5 multimodalvisionmulti-input reasoning | Anthropic | 63.8 overall | 69.6 | 66.7 | 0.0 | 82.7 | 1.1 | |
| 32 | Qwen3.8 Flash qwen3.8-flash multimodalvisionmulti-input reasoning | Alibaba Cloud / Qwen Team | 63.7 overall | 61.4 | 66.7 | 64.7 | 57.8 | 76.4 | $0.15 in / $0.47 out |
| 33 | Grok-4.1 Fast Non-Reasoning grok-4-1-fast-non-reasoning multimodalvisionmulti-input reasoning | xAI | 63.6 overall | 0.0 | 61.4 | 0.0 | 0.0 | 67.1 | |
| 34 | Grok-4.1 Fast Reasoning grok-4-1-fast-reasoning multimodalvisionmulti-input reasoning | xAI | 63.6 overall | 0.0 | 61.4 | 0.0 | 0.0 | 67.1 | |
| 35 | Grok-4 Fast Reasoning grok-4-fast-reasoning multimodalvisionmulti-input reasoning | xAI | 63.6 overall | 0.0 | 61.4 | 0.0 | 0.0 | 67.1 | |
| 36 | Muse Spark 1.2 muse-spark-1.2 multimodalvisionmulti-input reasoning | Meta | 63.1 overall | 0.0 | 85.2 | 0.0 | 0.0 | 27.7 | $1.25 in / $4.25 out |
| 37 | MiMo-V2-Pro mimo-v2-pro codeprogrammingtool use | Xiaomi | 61.8 overall | 0.0 | 0.0 | 0.0 | 61.8 | 0.0 | N/A |
| 38 | GPT-5.1 Codex High gpt-5.1-codex-high multimodalvisionmulti-input reasoning | OpenAI | 61.6 overall | 61.6 | 0.0 | 0.0 | 0.0 | 0.0 | |
| 39 | Qwen3.8-Flash-Next qwen3.8-flash-next multimodalvisionmulti-input reasoning | Alibaba Cloud / Qwen Team | 61.4 overall | 61.4 | 0.0 | 64.7 | 57.8 | 0.0 | N/A |
| 40 | Claude Opus 5 claude-opus-5 multimodalvisionmulti-input reasoning | Anthropic | 61.1 overall | 70.6 | 66.7 | 69.6 | 0.0 | 5.5 |
GPT-6 Sol
OpenAI
65.9
$2 in / $10 out
Claude Opus 4.8
Anthropic
65.8
$5 in / $25 out
Muse Spark Open
Meta
65.7
$1.25 in / $4.25 out
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| $5 in / $25 out |
| $0.75 in / $3.75 out |
| $0.68 in / $2.09 out |
| $2 in / $12 out |
| $10 in / $50 out |
| $0.2 in / $0.5 out |
| $0.2 in / $0.5 out |
| $0.2 in / $0.5 out |
| N/A |
| $5 in / $25 out |
Gemini 3.7 Flash
65.4
$0.75 in / $3.75 out
Mistral Large 4
Mistral AI
65.4
$0.68 in / $2.09 out
GPT-5.6 Terra
OpenAI
65.2
$2 in / $12 out
Seed 2.1 Pro
ByteDance
65.0
N/A
Muse Spark 1.1
Meta
64.8
$1.25 in / $4.25 out
GPT-5.6 Luna
OpenAI
64.8
$0.2 in / $1.2 out
GLM-5.3
Zhipu AI
64.6
$1.2 in / $4 out
Claude Fable 5
Anthropic
63.8
$10 in / $50 out
Qwen3.8 Flash
Alibaba Cloud / Qwen Team
63.7
$0.15 in / $0.47 out
Grok-4.1 Fast Non-Reasoning
xAI
63.6
$0.2 in / $0.5 out
Grok-4.1 Fast Reasoning
xAI
63.6
$0.2 in / $0.5 out
Grok-4 Fast Reasoning
xAI
63.6
$0.2 in / $0.5 out
Muse Spark 1.2
Meta
63.1
$1.25 in / $4.25 out
MiMo-V2-Pro
Xiaomi
61.8
N/A
GPT-5.1 Codex High
OpenAI
61.6
N/A
Qwen3.8-Flash-Next
Alibaba Cloud / Qwen Team
61.4
N/A
Claude Opus 5
Anthropic
61.1
$5 in / $25 out