Code MigrationOverallTest detailsNo documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better | | 43.878 % | Vals AISource detailsData as of: 09/27/2026 |
CorpFin v2OverallTest detailsNo documented difference in the test setupVersion: 2Metric: accuracyScoring: Higher is better | | 66.084 % | Vals AISource detailsData as of: 08/12/2026 |
EMBOverallTest detailsNo documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better | | 63.728 % | Vals AISource detailsData as of: 09/27/2026 |
Finance Agent (v2)OverallTest detailsNo documented difference in the test setupVersion: 2Metric: accuracyScoring: Higher is better | | 51.509 % | Vals AISource detailsData as of: 09/27/2026 |
GPQA DiamondOverallTest detailsNo documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better | | 90.152 % | Vals AISource detailsData as of: 09/01/2026 |
Harvey's Legal Agent BenchmarkOverall · Task fully resolvedTest detailsNo documented difference in the test setupVersion: 1Metric: task resolution rateScoring: Higher is better | | 6.667 % | Vals AISource detailsData as of: 09/27/2026 |
Legal Research BenchOverall · All-passTest detailsNo documented difference in the test setupVersion: 1Metric: all-pass rateScoring: Higher is better | | 38.462 % | Vals AISource detailsData as of: 09/27/2026 |
LegalBenchOverallTest detailsNo documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better | | 85.251 % | Vals AISource detailsData as of: 09/27/2026 |
LiveCodeBench v6OverallTest detailsNo documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better | | 85.073 % | Vals AISource detailsData as of: 09/01/2026 |
MedCodeOverallTest detailsNo documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better | | 54.858 % | Vals AISource detailsData as of: 09/26/2026 |
MedScribeOverallTest detailsNo documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better | | 82.953 % | Vals AISource detailsData as of: 09/26/2026 |
MMLU-ProOverallTest detailsNo documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better | | 89.871 % | Vals AISource detailsData as of: 09/01/2026 |
MMMU-ProOverallTest detailsNo documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better | | 85.549 % | Vals AISource detailsData as of: 09/01/2026 |
MortgageTaxOverallTest detailsNo documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better | 68.919 % | | Vals AISource detailsData as of: 09/01/2026 |
ProgramBenchOverallTest detailsNo documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better | | 0 % | Vals AISource detailsData as of: 09/27/2026 |
SAGEOverallTest detailsNo documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better | 51.89 % | | Vals AISource detailsData as of: 09/26/2026 |
SWE-bench VerifiedOverallTest detailsNo documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better | | 82 % | Vals AISource detailsData as of: 09/01/2026 |
SWE-Marathon v1.0Binary resolution, pass@1Test detailsNo documented difference in the test setupVersion: v1.0 leaderboardMetric: binary resolution pass@1Scoring: Higher is betterSettings: Agent: Claude Code20 multi-hour tasks. The named coding agent is part of every result row. | Two refusals and three unavailable provider-ban trials were counted as zero. | 16 % | SWE-MarathonSource detailsData as of: 06/05/2026 |
Tax Agent BenchOverallTest detailsNo documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better | | 63.864 % | Vals AISource detailsData as of: 09/27/2026 |
TaxEval v2OverallTest detailsNo documented difference in the test setupVersion: 2Metric: accuracyScoring: Higher is better | | 75.266 % | Vals AISource detailsData as of: 09/01/2026 |
Terminal-Bench 2.1OverallTest detailsNo documented difference in the test setupVersion: 2.1Metric: accuracyScoring: Higher is better | | 68.539 % | Vals AISource detailsData as of: 09/27/2026 |
Vals IndexOverallTest detailsNo documented difference in the test setupVersion: 2Metric: weighted index scoreScoring: Higher is better | | 56.114 % | Vals AISource detailsData as of: 09/27/2026 |
Vals Multimodal IndexOverallTest detailsNo documented difference in the test setupVersion: 1.2Metric: weighted index scoreScoring: Higher is better | | 67.361 % | Vals AISource detailsData as of: 08/11/2026 |
Vibe Code Bench v1.1OverallTest detailsNo documented difference in the test setupVersion: 1.1Metric: accuracyScoring: Higher is betterSettings: Harness: OpenHands | | 71.003 % | Vals AISource detailsData as of: 09/27/2026 |