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
15.4
Avg. index
416 models
| Rank | Model | Provider | Score | Benchmarks | Inference | Agentic | Programming | Value | Price |
|---|---|---|---|---|---|---|---|---|---|
| 81 | Seed 1.8 seed-1.8 multimodalvisionmulti-input reasoning | ByteDance | 41.2 Programming | 50.0 | 30.9 | 43.1 | 41.2 | 47.0 | $0.25 in / $2 out |
| 82 | Qwen3.6-27B qwen3.6-27b multimodalvisionmulti-input reasoning | Alibaba Cloud / Qwen Team | 41.1 Programming | 52.9 | 41.8 | 0.0 | 41.1 | 36.8 | $0.32 in / $3.2 out |
| 83 | DeepSeek-V4-Flash-0423 deepseek-v4-flash-0423 codeprogrammingtool use | DeepSeek | 40.7 Programming | 51.4 | 85.2 | 23.7 | 40.7 | 90.4 | |
| 84 | Nemotron 3 Ultra (550B A55B) nemotron-3-ultra-550b-a55b codeprogrammingtool use | NVIDIA | 40.6 Programming | 52.9 | 41.8 | 10.7 | 40.6 | 44.5 | $0.5 in / $2.2 out |
| 85 | MAI-Code-1.1-Flash mai-code-1.1-flash multimodalvisionmulti-input reasoning | Microsoft | 39.9 Programming | 0.0 | 30.9 | 0.0 | 39.9 | 58.2 | $0.2 in / $1.2 out |
| 86 | Muse Spark muse-spark multimodalvisionmulti-input reasoning | Meta | 39.0 Programming | 66.0 | 0.0 | 59.5 | 39.0 | 0.0 | N/A |
| 87 | Muse Glimmer-30B muse-glimmer-30b multimodalvisionmulti-input reasoning | Meta | 38.6 Programming | 42.2 | 15.0 | 49.7 | 38.6 | 54.7 | $0.3 in / $1.2 out |
| 88 | Qwen3.5-27B qwen3.5-27b multimodalvisionmulti-input reasoning | Alibaba Cloud / Qwen Team | 38.6 Programming | 57.2 | 41.8 | 38.1 | 38.6 | 41.8 | $0.26 in / $2.6 out |
| 89 | Qwen3.5-122B-A10B qwen3.5-122b-a10b multimodalvisionmulti-input reasoning | Alibaba Cloud / Qwen Team | 38.0 Programming | 59.7 | 41.8 | 40.9 | 38.0 | 45.1 | $0.29 in / $2.4 out |
| 90 | DeepSeek-V3.2-Exp deepseek-v3.2-exp codeprogrammingtool use | DeepSeek | 37.5 Programming | 48.7 | 0.0 | 27.1 | 37.5 | 0.0 | N/A |
| 91 | GLM-4.5 glm-4.5 codeprogrammingtool use | Zhipu AI | 37.0 Programming | 29.8 | 0.0 | 35.9 | 37.0 | 0.0 | N/A |
| 92 | Claude 3.7 Sonnet claude-3-7-sonnet-20250219 multimodalvisionmulti-input reasoning | Anthropic | 36.6 Programming | 41.2 | 0.0 | 49.1 | 36.6 | 0.0 | |
| 93 | LongCat-Flash-Chat longcat-flash-chat codeprogrammingtool use | Meituan | 36.6 Programming | 24.8 | 0.0 | 48.1 | 36.6 | 0.0 | N/A |
| 94 | MiMo-V2-Flash mimo-v2-flash codeprogrammingtool use | Xiaomi | 35.9 Programming | 48.6 | 0.0 | 23.4 | 35.9 | 0.0 | N/A |
| 95 | GPT-5.3 Codex gpt-5.3-codex texttext-to-textcoding | OpenAI | 35.6 Programming | 0.0 | 32.9 | 0.0 | 35.6 | 14.5 | |
| 96 | Nemotron 3.5 Super VL (120B A12B) nemotron-3.5-super-vl-120b-a12b multimodalvisionmulti-input reasoning | NVIDIA | 35.3 Programming | 52.2 | 41.8 | 48.2 | 35.3 | 62.9 | |
| 97 | Grok Code Fast 1 grok-code-fast-1 codeprogrammingtool use | xAI | 34.7 Programming | 0.0 | 30.8 | 0.0 | 34.7 | 47.7 | $0.2 in / $1.5 out |
| 98 | MAI-Thinking-1 mai-thinking-1 codeprogrammingtool use | Microsoft | 34.3 Programming | 59.0 | 0.0 | 0.0 | 34.3 | 0.0 | N/A |
| 99 | Ling 3.0 Flash ling-3.0-flash codeprogrammingtool use | InclusionAI | 33.7 Programming | 0.0 | 15.0 | 30.3 | 33.7 | 93.1 | $0.06 in / $0.18 out |
| 100 | Solar Pro 4 solar-pro4 codeprogrammingtool use | Upstage | 33.5 Programming | 62.0 | 58.2 | 15.0 | 33.5 | 54.7 | $0.3 in / $1.2 out |
Seed 1.8
ByteDance
41.2
$0.25 in / $2 out
Qwen3.6-27B
Alibaba Cloud / Qwen Team
41.1
$0.32 in / $3.2 out
DeepSeek-V4-Flash-0423
DeepSeek
40.7
$0.09 in / $0.18 out
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| $0.09 in / $0.18 out |
| N/A |
| $1.75 in / $14 out |
| $0.2 in / $1 out |
Nemotron 3 Ultra (550B A55B)
NVIDIA
40.6
$0.5 in / $2.2 out
MAI-Code-1.1-Flash
Microsoft
39.9
$0.2 in / $1.2 out
Muse Spark
Meta
39.0
N/A
Muse Glimmer-30B
Meta
38.6
$0.3 in / $1.2 out
Qwen3.5-27B
Alibaba Cloud / Qwen Team
38.6
$0.26 in / $2.6 out
Qwen3.5-122B-A10B
Alibaba Cloud / Qwen Team
38.0
$0.29 in / $2.4 out
DeepSeek-V3.2-Exp
DeepSeek
37.5
N/A
GLM-4.5
Zhipu AI
37.0
N/A
Claude 3.7 Sonnet
Anthropic
36.6
N/A
LongCat-Flash-Chat
Meituan
36.6
N/A
MiMo-V2-Flash
Xiaomi
35.9
N/A
Nemotron 3.5 Super VL (120B A12B)
NVIDIA
35.3
$0.2 in / $1 out
Grok Code Fast 1
xAI
34.7
$0.2 in / $1.5 out
MAI-Thinking-1
Microsoft
34.3
N/A
Ling 3.0 Flash
InclusionAI
33.7
$0.06 in / $0.18 out
Solar Pro 4
Upstage
33.5
$0.3 in / $1.2 out