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Web research
Find hard-to-locate facts and answers on the web.
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by
OpenAI
Task level · Accuracy
92.2%
GPT-5.6 Sol Ultra · Jul 2026
Saturated
Finance Agent Benchmark
by
Vals AI
Task level · Accuracy
64.4%
Claude Opus 4.7 · 4 Jun 2026
Retired
GAIA
by
Meta
and
Hugging Face
Task level · Test-set accuracy
93.7%
Ops-Agentic-Search-2.0 · 22 Sep 2026
Saturated
Legal Research Bench
by
Vals AI
Task level · All-pass accuracy
55.3%
Muse Spark 1.3 Max · 22 Sep 2026
Emerging
MCP Atlas
by
Scale AI
Task level · Pass rate
88.1%
Muse Spark 1.1 · 9 Jul 2026
Strong
Tax Agent Bench
by
Vals AI
Task level · Accuracy
49.2%
Claude Fable 5.1 · 8 Oct 2026
Emerging