gpt.college

Artificial Analysis · Checked 2026-10-02

Research Ranking

GDPval-AA v2.1 professional knowledge-work Elo. This is a task lens, not an assessment of every research skill.

All rankings
Method GDPval-AA v2.1 professional knowledge-work Elo. This is a task lens, not an assessment of every research skill.

Original scores from one independent snapshot. Each model keeps one evaluation configuration across the task lenses; rounded ties share a rank.

Rank Model Provider Research (Elo) State Coding (%)Reasoning (%)Multimodal (%)Agentic (%)
1
Claude Opus 5.5
max · adaptive reasoning · default fallback
 Anthropic 1846 Measured ↗ 60%61%26%70%
2
Claude Sonnet 5.5
max · adaptive reasoning · default fallback
 Anthropic 1844 Measured ↗ 64%55%26%71%
3
Claude Fable 5.1
max · adaptive reasoning · default fallback
 Anthropic 1735 Measured ↗ 52%59%26%59%
4
xAI 1695 Measured ↗ 26%43%20%66%
5
Qwen3.8-Max-0902
0902 API snapshot · reasoning enabled
 Alibaba Cloud 1672 Measured ↗ 39%43%23%56%
6
Z.ai 1656 Measured ↗ 42%42%11%62%
7
GLM-5.3-Flash
AA evaluated Flash configuration
 Z.ai 1645 Measured ↗ 33%40%15%60%
8
Gemini 4 Argon
high · restricted access
 Google 1611 Measured ↗ 57%57%22%78%
9
xAI 1609 Measured ↗ 21%43%17%67%
10
Qwen3.8-Max
0803 release · reasoning enabled
 Alibaba Cloud 1608 Measured ↗ 19%43%20%49%
11
DeepSeek 1600 Measured ↗ 27%39%13%69%
12
OpenAI 1575 Measured ↗ 56%53%31%65%
13
OpenAI 1542 Measured ↗ 59%55%31%68%
14
Moonshot AI 1540 Measured ↗ 13%47%22%58%
15
OpenAI 1505 Measured ↗ 44%48%25%62%
16
OpenAI 1438 Measured ↗ 13%39%23%53%
17
Google 1412 Measured ↗ 20%48%21%60%
18
MiniMax M3
AA evaluated M3 configuration
 MiniMax 1246 Measured ↗ 2%39%10%21%
19
Mistral Medium 3.5
AA evaluated Medium 3.5 configuration
 Mistral 747 Measured ↗ 0%14%3%6%

Other catalog models

No score for this exact benchmark in the selected snapshot. Available historical results remain in each profile.

27 other models

Outside this benchmark snapshot

Qwen3.8-Flash-Next

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Claude Sonnet 5

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Claude Haiku 4.5

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Claude Mythos 5.1

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Gemini 3.8 Flash Cyber

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

GPT-5.6 Sol

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

GPT-5.6 Terra

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

GPT-5.6 Luna

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Gemini 3.5 Flash

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Gemini 3.6 Flash

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Claude Fable 5

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Claude Opus 5

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Claude Opus 4.8

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Claude Opus 4.7

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

DeepSeek V4 Pro

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

DeepSeek V4 Flash

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

OpenAI GPT-5.4

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Claude Opus 4.6

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Gemini 3.1 Pro

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Gemini 3 Pro

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

DeepSeek-R1

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Gemini 3.7 Flash

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Qwen3.8-Flash

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

DeepSeek-V3

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Tencent Hunyuan-Large

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Hunyuan-T1

—

No score is inferred or assigned a ranking position.

Missing evidence is not zero. Higher reasoning effort may cost more, and small margins in rounded scores need not be significant. Full methodology →