Model observatory

Model observatory

Live benchmarks of the leading AI models — and the part most comparisons skip: how they wire together into one system, each model placed in the role its numbers earn.

Artificial Analysis snapshot·as of 2026-06-23

A snapshot of the Artificial Analysis leaderboard taken on the date above — real figures, refreshed by hand. Connect a data key to update them live.

01 · The index

Every model, on the same axes

Higher intelligence costs more and runs slower — almost always. That trade-off is the whole game. Sort the table, or read the frontier on the chart: up and to the left is smarter and cheaper.

Intelligence vs. blended price
Blended price, $/1M tokens (log) →Intelligence index →Claude Fable 5GLM-5.2
LeaderboardSort ↓
Model
01
Claude Fable 5
Anthropic
60
7.70
1M
02
Claude Opus 4.8
Anthropic
56
65
32
3.85
1M
03
GPT-5.5
OpenAI
55
68
122
4.35
922k
04
GLM-5.2
Z AI
51
116
1.4
0.90
1M
05
Gemini 3.5 Flash
Google
50
165
18
1.31
1M
06
Claude Sonnet 4.6
Anthropic
47
52
101
2.31
1M
07
Gemini 3.1 Pro
Google
46
132
25
1.74
1M
08
Qwen3.7 Max
Alibaba
46
198
2.5
1.43
1M
09
GPT-5.3 Codex
OpenAI
44
90
84
1.87
400k
10
MiniMax-M3
MiniMax
44
84
3.6
0.22
1M
11
DeepSeek V4 Pro
DeepSeek
44
78
1.7
0.18
1M

02 · The orchestration

One system, seven roles, the right model in each

A real task isn't one prompt to one model. It's a pipeline — route, plan, reason, retrieve, code, write, review. Viviar assigns each step to the model whose benchmarks win it, and the indices above are the receipts. Hover a role to see the pick and the reason.

HandoffReview loop· Hover a role to inspect its model and the handoff
Planner

Breaks the goal into steps and assigns the sub-agents. The most demanding seat — it needs raw intelligence.

Selected for: Intelligence 60

AssignedSecond opinion: Claude Opus 4.8
Claude Fable 5
Anthropic
60
Intelligence
Speed
7.70
Price

This is how AI becomes infrastructure, not a toy.

The same discipline behind this dashboard — the right execution layer for the right verified workflow — is how we build operational systems.