Large Models

Large Models Landscape 2026

Capability-first view of the 50 most-used hosted model releases
ANT OPEN SOURCE INCLUSION AI

Click a model for its evidence passport

Frontier Generalist

13 models 0 open / 13 API
#4 API
Claude Opus 4.8
API-only Params undisclosed
REASONVISIONTOOLS
USE 94.3
#9 API
Claude Opus 4.7
API-only Params undisclosed
REASONCODEVISION
USE 81.7
#12 API
Claude Fable 5
API-only Params undisclosed
REASONCODEVISION
USE 78.1 AAI 59.9
#18 API
Claude Opus 4.6
API-only Params undisclosed
REASONCODEVISION
USE 65.8
#23 API
Claude Opus 5
API-only Params undisclosed
REASONCODEVISION
USE 60.4 AAI 60.7
#8 API
GPT-5.5
API-only Params undisclosed
REASONVISIONTOOLS
USE 83.7
#19 API
GPT-5.6 Luna
API-only Params undisclosed
REASONVISIONTOOLS
USE 65.7 AAI 51.2
#20 API
GPT-5.4
API-only Params undisclosed
REASONCODEVISION
USE 65.4
#44 API
GPT-5.2
API-only Params undisclosed
REASONVISIONTOOLS
USE 35.4
#27 xAI API
Grok 4.5
API-only Params undisclosed
REASONCODEVISION
USE 56.1 AAI 53.8
#31 API
Qwen3.7 Max
API-only Params undisclosed
REASONCODETOOLS
USE 51.7
#36 API
Gemini 3.1 Pro Preview
API-only Params undisclosed
REASONVISIONVIDEO
USE 43.2
#45 ByteDance API
Doubao-Seed-2.1-pro
API-only Params undisclosed
USE 35.0

Reasoning, Math & Science

10 models 9 open / 1 API
#1 OPEN
GLM 5.2
MIT License 753B params
REASONTOOLS
USE 98.2 AAI 51.1
#42 OPEN
GLM 5
MIT License 754B params
REASONTOOLS
USE 37.0
#2 OPEN
DeepSeek V4 Pro
MIT License 1.60T params
REASONCODETOOLS
USE 96.6
#3 OPEN
DeepSeek V4 Flash
MIT License 291B params
REASONTOOLS
USE 95.4
#17 OPEN
DeepSeek V3.2
MIT License 685B params
REASONTOOLS
USE 66.2
#24 OPEN
DeepSeek V4 Flash 0731
MIT License 304B params
REASONCODETOOLS
USE 58.2 AAI 49.9
#14 OPEN
Hy3
Apache License 2.0 299B params
REASONTOOLS
USE 70.0
#38 OPEN
HY 3 Preview
Tencent Hy Community License Agreement 299B params
REASONTOOLS
USE 39.0
#25 OPEN
MiMo-V2.5-Pro
MIT License 1.02T params
REASONTOOLS
USE 57.5
#32 Inclusionai API
Ling-3.0-flash (free)
API-only Params undisclosed
REASONTOOLS
USE 50.3

Coding & Agentic

8 models 3 open / 5 API
#5 API
Claude Sonnet 5
API-only Params undisclosed
REASONCODEVISION
USE 90.9 AAI 53.4
#7 API
Claude Sonnet 4.6
API-only Params undisclosed
REASONCODEVISION
USE 86.5
#11 OPEN
Kimi K3
Kimi K3 License 2.78T params
REASONCODEVISION
USE 78.2 AAI 57.1
#34 OPEN
Kimi K2.7 Code
Modified MIT License 1.06T params
REASONCODEVISION
USE 46.0
#48 OPEN
Kimi K2.6
Modified MIT License 1.06T params
REASONCODEVISION
USE 32.9
#13 API
GPT-5.6 Sol
API-only Params undisclosed
REASONCODEVISION
USE 76.5 AAI 58.9
#29 API
GPT-5.6 Terra
API-only Params undisclosed
REASONCODEVISION
USE 55.8 AAI 55.0
#41 API
Laguna M.1
API-only Params undisclosed
USE 37.8

Multimodal & Realtime

10 models 5 open / 5 API
#6 OPEN
Step 3.7 Flash
Apache License 2.0 201B params
REASONCODEVISION
USE 90.1
#15 OPEN
MiniMax M3
MiniMax Community License 427B params
REASONCODEVISION
USE 69.8
#21 API
Gemini 3 Flash Preview
API-only Params undisclosed
REASONCODEVISION
USE 62.3
#28 API
Gemini 3.5 Flash
API-only Params undisclosed
REASONCODEVISION
USE 56.0
#30 API
Gemini 2.5 Flash
API-only Params undisclosed
REASONCODEVISION
USE 54.9
#43 OPEN
Gemma 4 31B
Apache License 2.0 32.7B params
REASONVISIONVIDEO
USE 36.6
#47 OPEN
Gemma 4 26B A4B
Apache License 2.0 26.5B params
REASONVISIONVIDEO
USE 32.9
#22 OPEN
MiMo-V2.5
MIT License 311B params
REASONVISIONVIDEO
USE 62.0
#33 ~Anthropic API
Anthropic Claude Sonnet Latest
API-only Params undisclosed
REASONVISIONTOOLS
USE 47.0
#35 API
Qwen3.7 Plus
API-only Params undisclosed
REASONVISIONTOOLS
USE 44.9

Efficient, Edge & Specialized

9 models 3 open / 6 API
#10 API
Gemini 2.5 Flash Lite
API-only Params undisclosed
REASONVISIONVIDEO
USE 79.1
#16 API
Gemini 3.1 Flash Lite
API-only Params undisclosed
REASONVISIONVIDEO
USE 66.6
#26 API
Claude Haiku 4.5
API-only Params undisclosed
REASONVISIONTOOLS
USE 56.7
#37 ByteDance API
Doubao-Seed-Character
API-only Params undisclosed
USE 40.0
#39 API
GPT-5.4 Mini
API-only Params undisclosed
REASONCODEVISION
USE 38.6
#40 OPEN
gpt-oss-120b
Apache License 2.0 120B params
REASONTOOLS
USE 38.4
#49 API
GPT-4o-mini
API-only Params undisclosed
VISIONTOOLS
USE 31.5
#46 OPEN
Nemotron 3 Super
NVIDIA Nemotron Open Model License 124B params
REASONTOOLS
USE 34.8
#50 OPEN
Mistral Nemo
Apache License 2.0 12.2B params
TOOLS
USE 29.3

Benchmark Lens

Artificial Analysis Intelligence Index
1
Claude Opus 5 Anthropic · Usage #23
API 60.7
2
Claude Fable 5 Anthropic · Usage #12
API 59.9
3
GPT-5.6 Sol OpenAI · Usage #13
API 58.9
4
Kimi K3 MoonshotAI · Usage #11
OPEN 57.1
5
GPT-5.6 Terra OpenAI · Usage #29
API 55.0
6
Grok 4.5 xAI · Usage #27
API 53.8
7
Claude Sonnet 5 Anthropic · Usage #5
API 53.4
8
GPT-5.6 Luna OpenAI · Usage #19
API 51.2
9
GLM 5.2 Z.ai · Usage #1
OPEN 51.1
10
DeepSeek V4 Flash 0731 DeepSeek · Usage #24
OPEN 49.9
USE is adoption. AAI is evaluated capability. Top 10 among the July usage Top 50 models matched to the latest public AAI snapshot.