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Seed 2.1 Pro benchmark scores

As of 2026-10-07, Seed 2.1 Pro (Other) has measured scores on 9 benchmarks and estimated scores on 35 more.

BenchmarkScoreSource
AA-GPQA Diamond86.1%estimated ± 5.0 pp, medium confidence
AA-SciCode49.8%estimated ± 3.0 pp, high confidence
Artificial Analysis Intelligence Index23.3%estimated ± 3.9 pp, medium confidence
GPQA Diamond86.2%estimated ± 12.9 pp, low confidence
HLE33.1%estimated ± 7.8 pp, medium confidence
LiveCodeBench v690.6%estimated ± 3.8 pp, low confidence
AA-Omniscience Accuracy27.9%estimated ± 6.0 pp, medium confidence
Terminal-Bench 2.171.0%measured
AA Coding Index65.8%estimated ± 4.6 pp, high confidence
AA-MMMU-Pro81.2%estimated ± 2.2 pp, high confidence
SWE-bench Verified79.9%estimated ± 2.4 pp, high confidence
SWE-bench Pro60.4%estimated ± 3.6 pp, high confidence
MMLU-Pro85.6%estimated ± 6.8 pp, medium confidence
GPQA88.3%estimated ± 2.6 pp, high confidence
Terminal-Bench 3.08.5%estimated ± 9.1 pp, low confidence
Vals SWE-bench81.0%estimated ± 5.4 pp, medium confidence
Terminal-Bench 2.1 (Vals AI)60.8%estimated ± 7.4 pp, medium confidence
AA Terminal-Bench 2.177.2%estimated ± 3.5 pp, high confidence
AA Terminal-Bench 4.08.2%estimated ± 8.9 pp, medium confidence
DeepSWE45.6%estimated ± 9.6 pp, medium confidence
CharXiv85.4%measured
CharXiv w/o tools83.8%estimated ± 1.7 pp, medium confidence
C-Eval92.8%estimated ± 0.7 pp, medium confidence
MathVision92.6%measured
MMLU-Redux94.9%estimated ± 0.9 pp, high confidence
MMMU-Pro81.6%measured
NL2Repo47.0%measured
ScreenSpot Pro79.3%estimated ± 4.5 pp, medium confidence
SuperGPQA70.8%measured
V*99.7%estimated ± 5.1 pp, low confidence
VideoMMMU88.2%estimated ± 1.0 pp, high confidence
ERQA72.0%measured
MedXpertQA (MM)77.9%estimated ± 2.4 pp, high confidence
MMMU86.5%estimated ± 1.1 pp, low confidence
OpenHarmony Bench53.8%estimated ± 2.7 pp, high confidence
BabyVision73.7%measured
MMVU79.1%estimated ± 2.9 pp, medium confidence
SimpleVQA74.3%estimated ± 2.5 pp, low confidence
ZeroBench18.0%measured
MMMU-Pro w/ Python83.0%estimated ± 0.6 pp, high confidence
MathVision w/ Python96.5%estimated ± 0.5 pp, medium confidence
RealWorldQA88.2%estimated ± 0.8 pp, medium confidence
Video-MME (with subtitle)88.5%estimated ± 0.9 pp, medium confidence
OmniDocBench 1.591.7%estimated ± 5.9 pp, low confidence