GPT-6.1 Sol (Max) · Intelligence Index v5.0 ↗
1 more reported result
51.83 index · GPT-6.1 Sol (Max) · Intelligence Index v4.3.2 · Artificial Analysis ↗
OpenAI / MODEL EVIDENCE
GPT-6.1 Sol
89 benchmarks · 183 observations · 86 sources · released 2026-09-29
Scores at a glance
81 benchmarks · large dot: GPT-6.1 Sol; small dots: closest models where reported
AA-Briefcase v1.1 ↗1555.10 Elo
GPT-6.1 Sol (Max) · AA-Briefcase v1.1 · overall Elo ↗
AutomationBench-AA ↗64.87%
GPT-6.1 Sol (Max) · AutomationBench-AA · guardrail-gated objective score ↗
GDP.pdf ↗31.00%
GPT-6.1 Sol (Max) · GDP.pdf · all-pass ↗
1 more reported result
35% · GPT-6.1 Sol (max) · GDP.pdf · GDP.pdf score · % · Epoch AI · GDP.pdf ↗
Terminal-Bench 4.0 ↗56.06%
GPT-6.1 Sol (Max) · Terminal-Bench 4.0 · AA harness ↗
1 more reported result
55.05 % · GPT-6.1 Sol (Mini-SWE-agent) · Terminal-Bench 4.0 · Score · Vals AI · Terminal-Bench 4.0 ↗
GPT-6.1 Sol (Max) · Terminal-Bench-Science 0.1 · AA harness ↗
1 more reported result
52.86 % · GPT-6.1 Sol (Mini-SWE-agent) · Terminal-Bench-Science · Score · Vals AI · Terminal-Bench-Science ↗
FrontierCode 2.0 ↗40.63%
GPT-6.1 Sol (Max) · FrontierCode 2.0 · AA implementation ↗
GPT-6.1 Sol (Max) · CritPt v2 · hard subset · AA implementation ↗
HLE-Diamond ↗58.80%
GPT-6.1 Sol (Max) · HLE-Diamond · AA implementation ↗
AA-Omniscience v1.1 ↗42.03 index
GPT-6.1 Sol (Max) · AA-Omniscience v1.1 · error-penalized index ↗
1 more reported result
41.53 index · GPT-6.1 Sol (Max) · AA-Omniscience · error-penalized score · Artificial Analysis ↗
GPT-6.1 Sol (Max) · AA-Omniscience v1.1 · accuracy ↗
1 more reported result
62.10% · GPT-6.1 Sol (Max) · AA-Omniscience · accuracy · Artificial Analysis ↗
GPT-6.1 Sol (Max) · AA-Omniscience v1.1 · hallucination rate, lower is better ↗
1 more reported result
54.27% · GPT-6.1 Sol (Max) · AA-Omniscience · hallucination rate, lower is better · Artificial Analysis ↗
GDPval-AA v2.1 ↗1596.20 Elo
GPT-6.1 Sol (Max) · GDPval-AA v2.1 · Elo ↗
AA-3D ↗1119.35 Elo
GPT-6.1 Sol (Max) · AA-3D · Elo ↗
AA-AnalystAgent ↗50.00%
GPT-6.1 Sol (Max) · AA-AnalystAgent · strict score ↗
Harvey LAB-AA v1.1 ↗6.94%
GPT-6.1 Sol (Max) · Harvey LAB-AA v1.1 · all-pass ↗
FrontierCode 1.1 ↗49.12%
GPT-6.1 Sol (Max) · FrontierCode 1.1 · AA implementation ↗
1 more reported result
50.23% · GPT-6.1 Sol (medium) · FrontierCode · Main score · % · Epoch AI · FrontierCode ↗
AA-LCR v1.1 ↗83.00%
GPT-6.1 Sol (Max) · AA-LCR v1.1 ↗
SciCode ↗54.17%
GPT-6.1 Sol (Max) · SciCode · AA implementation ↗
5 more reported results
55.79% · GPT-6.1 Sol (high) · SciCode · Score · % · Epoch AI · SciCode ↗
55.67% · GPT-6.1 Sol (xhigh) · SciCode · Score · % · Epoch AI · SciCode ↗
54.17% · GPT-6.1 Sol (max) · SciCode · Score · % · Epoch AI · SciCode ↗
53.24% · GPT-6.1 Sol (medium) · SciCode · Score · % · Epoch AI · SciCode ↗
53.24% · GPT-6.1 Sol (low) · SciCode · Score · % · Epoch AI · SciCode ↗
Humanity’s Last Exam ↗52.92%
GPT-6.1 Sol (Max) · Humanity’s Last Exam · AA implementation ↗
MMMU-Pro ↗85.95%
GPT-6.1 Sol (Max) · MMMU-Pro · AA implementation ↗
MLCR-AA ↗38.33%
GPT-6.1 Sol (Max) · MLCR-AA · overall ↗
HealthBench ↗65.09%
GPT-6.1 Sol (Max) · HealthBench · HealthBench Professional · length-adjusted ↗
CritPt v2 ↗82.00%
GPT-6.1 Sol (Max) · CritPt v2 · code tools ↗
CritPt ↗31.71%
GPT-6.1 Sol (Max) · CritPt · original ↗
5 more reported results
31.71% · GPT-6.1 Sol (max) · CritPt · Accuracy · % · Epoch AI · CritPt ↗
31.71% · GPT-6.1 Sol (xhigh) · CritPt · Accuracy · % · Epoch AI · CritPt ↗
30% · GPT-6.1 Sol (high) · CritPt · Accuracy · % · Epoch AI · CritPt ↗
27.71% · GPT-6.1 Sol (medium) · CritPt · Accuracy · % · Epoch AI · CritPt ↗
24.86% · GPT-6.1 Sol (low) · CritPt · Accuracy · % · Epoch AI · CritPt ↗
AA-PersonalityBench ↗46.69 percentile
GPT-6.1 Sol (Max) · AA-PersonalityBench · expressiveness ↗
7 more reported results
79.69 percentile · GPT-6.1 Sol (Max) · AA-PersonalityBench · organization · Artificial Analysis ↗
18.77 percentile · GPT-6.1 Sol (Max) · AA-PersonalityBench · informativeness · Artificial Analysis ↗
92.38 percentile · GPT-6.1 Sol (Max) · AA-PersonalityBench · transparency · Artificial Analysis ↗
61.92 percentile · GPT-6.1 Sol (Max) · AA-PersonalityBench · warmth · Artificial Analysis ↗
51.77 percentile · GPT-6.1 Sol (Max) · AA-PersonalityBench · conviction · Artificial Analysis ↗
54.31 percentile · GPT-6.1 Sol (Max) · AA-PersonalityBench · imagination · Artificial Analysis ↗
11.15 percentile · GPT-6.1 Sol (Max) · AA-PersonalityBench · slop · Artificial Analysis ↗
STEMBench ↗2.759 / 4
GPT-6.1 Sol · STEMBench120 · mean progress / 4 · tools ↗
GPQA Diamond ↗95.39%
GPT-6.1 Sol (max) · GPQA diamond · Best score (across scorers) · % ↗
GPT-6.1 Sol (max) · FrontierMath-Tiers-1-3-v2-Private · Best score (across scorers) · % ↗
GPT-6.1 Sol (max) · FrontierMath-Tier-4-v2-Private · Best score (across scorers) · % ↗
GPT-6.1 Sol (max) · OTIS Mock AIME 2024-2025 · Best score (across scorers) · % ↗
SimpleQA Verified ↗73.9%
GPT-6.1 Sol (max) · SimpleQA Verified · Best score (across scorers) · % ↗
GPT-6.1 Sol (max) · Chess Puzzles · Best score (across scorers) · % ↗
GPT-6.1 Sol (max) · EBR-bench · Best score (across scorers) · % ↗
GPT-6.1 Sol (max) · Mystery Game Puzzles · Best score (across scorers) · % ↗
ARC-AGI-1 ↗98.5%
GPT-6.1 Sol (xhigh) · ARC-AGI · Score · % ↗
4 more reported results
98.5% · GPT-6.1 Sol (high) · ARC-AGI · Score · % · Epoch AI · ARC-AGI ↗
96.5% · GPT-6.1 Sol (max) · ARC-AGI · Score · % · Epoch AI · ARC-AGI ↗
95.5% · GPT-6.1 Sol (medium) · ARC-AGI · Score · % · Epoch AI · ARC-AGI ↗
93.5% · GPT-6.1 Sol (low) · ARC-AGI · Score · % · Epoch AI · ARC-AGI ↗
GPT-6.1 Sol (max) · APEX-Agents · Pass@1 score · % ↗
ARC-AGI-2 ↗94.17%
GPT-6.1 Sol (max) · ARC-AGI-2 · Score · % ↗
4 more reported results
91.67% · GPT-6.1 Sol (xhigh) · ARC-AGI-2 · Score · % · Epoch AI · ARC-AGI-2 ↗
91.67% · GPT-6.1 Sol (high) · ARC-AGI-2 · Score · % · Epoch AI · ARC-AGI-2 ↗
86.67% · GPT-6.1 Sol (medium) · ARC-AGI-2 · Score · % · Epoch AI · ARC-AGI-2 ↗
76.67% · GPT-6.1 Sol (low) · ARC-AGI-2 · Score · % · Epoch AI · ARC-AGI-2 ↗
ProofBench ↗99 %
GPT-6.1 Sol · ProofBench · Accuracy ↗
1 more reported result
99% · GPT-6.1 Sol (unknown thinking) · ProofBench · Accuracy · % · Epoch AI · ProofBench ↗
LMCA ↗62.78%
GPT-6.1 Sol (max) · LMCA · Score · % ↗
DTBench ↗96.53%
GPT-6.1 Sol (max) · DTBench · Accuracy · % ↗
GPT-6.1 Sol (max) · FrontierMath-Erdos · Best score (across scorers) · % ↗
GPT-6.1 Sol (max) · Furniture Assembly · Best score (across scorers) · % ↗
Text Arena (Coding) ↗1758.72 Elo
GPT-6.1 Sol (max) · WebDev Arena · Elo ↗
WeirdML (v3) ↗50.6%
GPT-6.1 Sol (xhigh) · WeirdML v3 · Max performance · % ↗
SpireClimb ↗24.67%
GPT-6.1 Sol (max) · SpireClimb · Best score (across scorers) · % ↗
Epoch Capabilities Index (ECI) ↗168.37 ECI
GPT-6.1 Sol · General ECI · 26 October 2026 fit ↗
Vals Index ↗63.94 %
GPT-6.1 Sol · Vals Index · Accuracy ↗
Vals RSI Index ↗0.43 reference score
GPT-6.1 Sol (max) · Compression · reference-anchored score ↗
3 more reported results
0.43 reference score · GPT-6.1 Sol (max) · LM training · reference-anchored score · Vals RSI Index · LM training ↗
0.20 reference score · GPT-6.1 Sol (max) · Harness engineering · reference-anchored score · Vals RSI Index · Harness engineering ↗
0.00 reference score · GPT-6.1 Sol (max) · Post-training · reference-anchored score · Vals RSI Index · Post-training ↗
Vals Finance Index ↗55.81 %
GPT-6.1 Sol · Vals Finance Index · Accuracy ↗
Vals Legal Index ↗68.72 %
GPT-6.1 Sol · Vals Legal Index · Accuracy ↗
Vals Science Index ↗59.63 %
GPT-6.1 Sol · Vals Science Index · Accuracy ↗
Legal Research Bench ↗38.46 %
GPT-6.1 Sol · Legal Research Bench · All-Pass ↗
HLAB-Vals-1.1 ↗6.25 %
GPT-6.1 Sol · HLAB-Vals-1.1 · Task Pass Rate ↗
GPT-6.1 Sol · Harvey's Legal Agent Benchmark v1 · Accuracy ↗
Vals Finance Agent v2.1 ↗61.82 %
GPT-6.1 Sol · Finance Agent · Accuracy ↗
GPT-6.1 Sol · Excel Modeling Benchmark · Accuracy ↗
1 more reported result
70.77 % · GPT-6.1 Sol · Excel Modeling Benchmark v1 · Accuracy · Vals AI · Excel Modeling Benchmark v1 ↗
Tax Agent Bench ↗21.75 %
GPT-6.1 Sol · Tax Agent Bench · Accuracy ↗
Vals Finance Agent v2 ↗52.03 %
GPT-6.1 Sol · Finance Agent v2 · Accuracy ↗
MedCode ↗48.84 %
GPT-6.1 Sol · MedCode · Accuracy ↗
MedScribe ↗86.45 %
GPT-6.1 Sol · MedScribe · Accuracy ↗
SAFE-Teen ↗15%
GPT-6.1 Sol · Urgent safety · share of applicable ratings marked fail ↗
2 more reported results
9% · GPT-6.1 Sol · Health advice · share of applicable ratings marked fail · Vals AI · SAFE-Teen ↗
19% · GPT-6.1 Sol · Relationship boundaries · share of applicable ratings marked fail · Vals AI · SAFE-Teen ↗
BioMysteryBench ↗79.63 %
GPT-6.1 Sol · BioMysteryBench · Accuracy ↗
MysteryMechanism ↗46.4 %
GPT-6.1 Sol · MysteryMechanism · Accuracy ↗
Robo-bench ↗28.33 %
GPT-6.1 Sol · Robo-bench · Accuracy ↗
GPT-6.1 Sol · SAGE · Accuracy ↗
Vibe Code Bench ↗88.93 %
GPT-6.1 Sol (OpenHands) · Vibe Code Bench · original task set ↗
Code Migration v1.1 ↗77.32 %
GPT-6.1 Sol · Code Migration · Accuracy ↗
1 more reported result
65.12 % · GPT-6.1 Sol · Code Migration v1 · Accuracy · Vals AI · Code Migration v1 ↗
GPT-6.1 Sol · ProgramBench · Accuracy ↗
IOI v1 & IOI v2 ↗96.89 %
GPT-6.1 Sol · IOI · Accuracy ↗
SWE-bench Multimodal ↗43.54 %
GPT-6.1 Sol · SWE-bench Multimodal · Accuracy ↗
CyberBench v1.1 ↗39.29 %
GPT-6.1 Sol · CyberBench · Accuracy ↗
SRE-Bench ↗50.76 %
GPT-6.1 Sol · SRE Bench · Accuracy ↗
Public Benefits Bench v1.1 ↗59.34 %
GPT-6.1 Sol · Public Benefits Bench · Accuracy ↗
GPT-6.1-Sol (max) · Humanity's Sixth Sense · Score ↗
GPT 6.1 Sol · HiL-Bench (Human-in-Loop Benchmark) · Score ↗
GPT-6.1-Sol (mini-swe-agent) xhigh · SWE-Bench Pro V2 · full ↗
GPT 6.1 Sol · Scale Labs · Score ↗
GPT 6.1 Sol · Scale Labs · Score ↗
gpt 6.1 Sol · Scale Labs · large ↗
GDPx v1.0 ↗8.4%
GPT 6.1 Sol · GDPx v1.0 · Overall · intended grading ↗
53 more reported results
10.6% · GPT 6.1 Sol · GDPx v1.0 · Eight-domain subset · intended grading · GDPx v1.0 — SemiAnalysis ↗
22.8% · GPT 6.1 Sol · GDPx v1.0 · Recursive Self-Improvement · intended grading · GDPx v1.0 — SemiAnalysis ↗
5.6% · GPT 6.1 Sol · GDPx v1.0 · Chip Design · intended grading · GDPx v1.0 — SemiAnalysis ↗
0.0% · GPT 6.1 Sol · GDPx v1.0 · Cybersecurity · intended grading · GDPx v1.0 — SemiAnalysis ↗
2.6% · GPT 6.1 Sol · GDPx v1.0 · Biology · intended grading · GDPx v1.0 — SemiAnalysis ↗
0.0% · GPT 6.1 Sol · GDPx v1.0 · Finance · intended grading · GDPx v1.0 — SemiAnalysis ↗
0.0% · GPT 6.1 Sol · GDPx v1.0 · Legal · intended grading · GDPx v1.0 — SemiAnalysis ↗
17.1% · GPT 6.1 Sol · GDPx v1.0 · Quant Trading · intended grading · GDPx v1.0 — SemiAnalysis ↗
11.4% · GPT 6.1 Sol · GDPx v1.0 · Hardware Design · intended grading · GDPx v1.0 — SemiAnalysis ↗
19.4% · GPT 6.1 Sol · GDPx v1.0 · Materials Science · intended grading · GDPx v1.0 — SemiAnalysis ↗
5.1% · GPT 6.1 Sol · GDPx v1.0 · Alignment · intended grading · GDPx v1.0 — SemiAnalysis ↗
8.9% · GPT 6.1 Sol · GDPx v1.0 · Software Engineering · intended grading · GDPx v1.0 — SemiAnalysis ↗
18.3% · GPT 6.1 Sol · GDPx v1.0 · Overall · partial credit · GDPx v1.0 — SemiAnalysis ↗
23.4% · GPT 6.1 Sol · GDPx v1.0 · Eight-domain subset · partial credit · GDPx v1.0 — SemiAnalysis ↗
22.8% · GPT 6.1 Sol · GDPx v1.0 · Recursive Self-Improvement · partial credit · GDPx v1.0 — SemiAnalysis ↗
12.3% · GPT 6.1 Sol · GDPx v1.0 · Chip Design · partial credit · GDPx v1.0 — SemiAnalysis ↗
0.0% · GPT 6.1 Sol · GDPx v1.0 · Cybersecurity · partial credit · GDPx v1.0 — SemiAnalysis ↗
8.6% · GPT 6.1 Sol · GDPx v1.0 · Biology · partial credit · GDPx v1.0 — SemiAnalysis ↗
52.0% · GPT 6.1 Sol · GDPx v1.0 · Finance · partial credit · GDPx v1.0 — SemiAnalysis ↗
30.8% · GPT 6.1 Sol · GDPx v1.0 · Legal · partial credit · GDPx v1.0 — SemiAnalysis ↗
17.1% · GPT 6.1 Sol · GDPx v1.0 · Quant Trading · partial credit · GDPx v1.0 — SemiAnalysis ↗
11.4% · GPT 6.1 Sol · GDPx v1.0 · Hardware Design · partial credit · GDPx v1.0 — SemiAnalysis ↗
32.0% · GPT 6.1 Sol · GDPx v1.0 · Materials Science · partial credit · GDPx v1.0 — SemiAnalysis ↗
5.1% · GPT 6.1 Sol · GDPx v1.0 · Alignment · partial credit · GDPx v1.0 — SemiAnalysis ↗
8.9% · GPT 6.1 Sol · GDPx v1.0 · Software Engineering · partial credit · GDPx v1.0 — SemiAnalysis ↗
12.8% · GPT 6.1 Sol · GDPx v1.0 · Aria · Chip Design · intended grading · GDPx v1.0 — SemiAnalysis ↗
0.0% · GPT 6.1 Sol · GDPx v1.0 · Arcverex · Chip Design · intended grading · GDPx v1.0 — SemiAnalysis ↗
4.0% · GPT 6.1 Sol · GDPx v1.0 · Ergodex · Chip Design · intended grading · GDPx v1.0 — SemiAnalysis ↗
0.0% · GPT 6.1 Sol · GDPx v1.0 · Arithmetic · Cybersecurity · intended grading · GDPx v1.0 — SemiAnalysis ↗
2.6% · GPT 6.1 Sol · GDPx v1.0 · LatchBio · Biology · intended grading · GDPx v1.0 — SemiAnalysis ↗
0.0% · GPT 6.1 Sol · GDPx v1.0 · Living Context · Finance · intended grading · GDPx v1.0 — SemiAnalysis ↗
0.0% · GPT 6.1 Sol · GDPx v1.0 · Chakra · Legal · intended grading · GDPx v1.0 — SemiAnalysis ↗
17.1% · GPT 6.1 Sol · GDPx v1.0 · Third Moment · Quant Trading · intended grading · GDPx v1.0 — SemiAnalysis ↗
22.8% · GPT 6.1 Sol · GDPx v1.0 · Extrapolate · Recursive Self-Improvement · intended grading · GDPx v1.0 — SemiAnalysis ↗
11.4% · GPT 6.1 Sol · GDPx v1.0 · Beautiful Machines · Hardware Design · intended grading · GDPx v1.0 — SemiAnalysis ↗
20.8% · GPT 6.1 Sol · GDPx v1.0 · ValenceForge · Materials Science · intended grading · GDPx v1.0 — SemiAnalysis ↗
18.0% · GPT 6.1 Sol · GDPx v1.0 · Emulated · Materials Science · intended grading · GDPx v1.0 — SemiAnalysis ↗
5.1% · GPT 6.1 Sol · GDPx v1.0 · Fleet · Alignment · intended grading · GDPx v1.0 — SemiAnalysis ↗
8.9% · GPT 6.1 Sol · GDPx v1.0 · Datacurve · Software Engineering · intended grading · GDPx v1.0 — SemiAnalysis ↗
33.0% · GPT 6.1 Sol · GDPx v1.0 · Aria · Chip Design · partial credit · GDPx v1.0 — SemiAnalysis ↗
0.0% · GPT 6.1 Sol · GDPx v1.0 · Arcverex · Chip Design · partial credit · GDPx v1.0 — SemiAnalysis ↗
4.0% · GPT 6.1 Sol · GDPx v1.0 · Ergodex · Chip Design · partial credit · GDPx v1.0 — SemiAnalysis ↗
0.0% · GPT 6.1 Sol · GDPx v1.0 · Arithmetic · Cybersecurity · partial credit · GDPx v1.0 — SemiAnalysis ↗
8.6% · GPT 6.1 Sol · GDPx v1.0 · LatchBio · Biology · partial credit · GDPx v1.0 — SemiAnalysis ↗
52.0% · GPT 6.1 Sol · GDPx v1.0 · Living Context · Finance · partial credit · GDPx v1.0 — SemiAnalysis ↗
30.8% · GPT 6.1 Sol · GDPx v1.0 · Chakra · Legal · partial credit · GDPx v1.0 — SemiAnalysis ↗
17.1% · GPT 6.1 Sol · GDPx v1.0 · Third Moment · Quant Trading · partial credit · GDPx v1.0 — SemiAnalysis ↗
22.8% · GPT 6.1 Sol · GDPx v1.0 · Extrapolate · Recursive Self-Improvement · partial credit · GDPx v1.0 — SemiAnalysis ↗
11.4% · GPT 6.1 Sol · GDPx v1.0 · Beautiful Machines · Hardware Design · partial credit · GDPx v1.0 — SemiAnalysis ↗
40.7% · GPT 6.1 Sol · GDPx v1.0 · ValenceForge · Materials Science · partial credit · GDPx v1.0 — SemiAnalysis ↗
23.2% · GPT 6.1 Sol · GDPx v1.0 · Emulated · Materials Science · partial credit · GDPx v1.0 — SemiAnalysis ↗
5.1% · GPT 6.1 Sol · GDPx v1.0 · Fleet · Alignment · partial credit · GDPx v1.0 — SemiAnalysis ↗
8.9% · GPT 6.1 Sol · GDPx v1.0 · Datacurve · Software Engineering · partial credit · GDPx v1.0 — SemiAnalysis ↗
Closest models by score
Similar positions on shared benchmark leaderboards. Smaller gaps are closer.
GPT-6 Astra →OpenAI
64 of 70 shared benchmark comparisons
Claude Opus 5.5 →Anthropic
65 of 70 shared benchmark comparisons
Claude Sonnet 5.5 →Anthropic
59 of 70 shared benchmark comparisons
How similarity is measured
Mean absolute gap in percentile positions on shared benchmark settings; lower is closer. At least 60% overlap is required, with a minimum of three when available. Independent evaluations are used when there are at least three; otherwise published report comparisons are used. Repeated model observations within one setting are averaged before ranking. Writing-style traits and composite indices are excluded. This describes similarity, not an overall quality ranking.
Sources
Every plotted observation links to its evaluation. Reported configurations, benchmark versions and task subsets can differ; similarity describes shared scores, not training lift.
- ARC Prize - Leaderboard ↗
- Arena leaderboard — WebDev evaluation ↗
- AA-3D: Interactive 3D Experience Benchmark | Artificial Analysis ↗
- AA-AnalystAgent Benchmark | Artificial Analysis ↗
- AA-Briefcase v1.1: Agentic Knowledge Work Benchmark | Artificial Analysis ↗
- AA-PersonalityBench: AI Personality & Communication Style Benchmark | Artificial Analysis ↗
- Artificial Analysis Intelligence Index v5.0 — Artificial Analysis ↗
- AA-LCR v1.1: Long Context Reasoning Benchmark | Artificial Analysis ↗
- AutomationBench-AA: Agentic SaaS Workflow Benchmark | Artificial Analysis ↗
- CritPt Benchmark | Artificial Analysis ↗
- CritPt v2 Benchmark | Artificial Analysis ↗
- CritPt v2 — Hard Subset — Artificial Analysis ↗
- FrontierCode 1.1 Benchmark | Artificial Analysis ↗
- FrontierCode 2.0 Benchmark — Artificial Analysis ↗
- GDP.pdf Benchmark | Artificial Analysis ↗
- GDPval-AA v2.1 Benchmark | Artificial Analysis ↗
- Harvey LAB-AA v1.1 Benchmark | Artificial Analysis ↗
- HealthBench Professional Benchmark | Artificial Analysis ↗
- HLE-Diamond Benchmark — Artificial Analysis ↗
- Humanity's Last Exam Benchmark | Artificial Analysis ↗
- MLCR-AA: Medical Long Context Reasoning Benchmark | Artificial Analysis ↗
- MMMU-Pro Benchmark | Artificial Analysis ↗
- AA-Omniscience v1.1: Knowledge and Hallucination Benchmark — Artificial Analysis ↗
- SciCode Benchmark | Artificial Analysis ↗
- Terminal-Bench-Science 0.1 Benchmark | Artificial Analysis ↗
- Terminal-Bench 4.0 Benchmark | Artificial Analysis ↗
- FrontierCode Leaderboard ↗
- DTBench — Conceptual Reasoning Index ↗
- LMCA — Conceptual Reasoning Index ↗
- APEX-Agents ↗
- ARC-AGI-2 ↗
- Chess Puzzles ↗
- CritPt v1 ↗
- Earthborne Rangers (EBR-bench) ↗
- FrontierMath Erdős ↗
- FrontierMath Tier 4 (v2) ↗
- FrontierMath Tiers 1-3 (v2) ↗
- Furniture Assembly Benchmark ↗
- GPQA Diamond ↗
- Mystery Game Puzzles ↗
- OTIS Mock AIME 2024-2025 ↗
- SimpleQA Verified ↗
- SpireClimb ↗
- AI benchmarks & capabilities ↗
- GDPx v1.0: The General Agentic Benchmark — SemiAnalysis ↗
- WeirdML ↗
- HiL-Bench (Human-in-Loop Benchmark) — evaluation methodology and results ↗
- Humanity's Sixth Sense — evaluation methodology and results ↗
- Scale Labs — evaluation methodology and results ↗
- Scale Labs — evaluation methodology and results ↗
- Scale Labs — evaluation methodology and results ↗
- SWE-Bench Pro V2 — evaluation methodology and results ↗
- GDP.pdf Benchmark | Surge AI ↗
- STEMBench — Six-Domain Model Evaluation | Ulam ↗
- BioMysteryBench — evaluation methodology and results ↗
- Code Migration v1 — evaluation methodology and results ↗
- Code Migration — evaluation methodology and results ↗
- CyberBench — evaluation methodology and results ↗
- Excel Modeling Benchmark v1 — evaluation methodology and results ↗
- Excel Modeling Benchmark — evaluation methodology and results ↗
- Finance Agent v2 — evaluation methodology and results ↗
- Finance Agent — evaluation methodology and results ↗
- Vals Finance Index — evaluation methodology and results ↗
- HLAB-Vals-1.1 — evaluation methodology and results ↗
- Harvey's Legal Agent Benchmark v1 — evaluation methodology and results ↗
- IOI — evaluation methodology and results ↗
- Vals Legal Index — evaluation methodology and results ↗
- Legal Research Bench — evaluation methodology and results ↗
- MedCode — evaluation methodology and results ↗
- MedScribe — evaluation methodology and results ↗
- SAFE-Teen: Teen Mental Health & Safety | Vals AI A conversation branches after the chatbot turns down a request — evaluation methodology and results ↗
- MysteryMechanism — evaluation methodology and results ↗
- ProgramBench — evaluation methodology and results ↗
- ProofBench — evaluation methodology and results ↗
- Public Benefits Bench — evaluation methodology and results ↗
- Robo-bench — evaluation methodology and results ↗
- Vals RSI Index — evaluation methodology and results ↗
- SAGE — evaluation methodology and results ↗
- Vals Science Index — evaluation methodology and results ↗
- SRE Bench — evaluation methodology and results ↗
- SWE-bench Multimodal — evaluation methodology and results ↗
- Tax Agent Bench — evaluation methodology and results ↗
- Terminal-Bench 4.0 — evaluation methodology and results ↗
- Terminal-Bench-Science — evaluation methodology and results ↗
- Vals Index — evaluation methodology and results ↗
- Vibe Code Bench — evaluation methodology and results ↗
Names used in source tables
GPT 6.1 Sol · GPT-6.1 Sol · GPT-6.1 Sol (Max) · GPT-6.1 Sol (Mini-SWE-agent) · GPT-6.1 Sol (OpenHands) · GPT-6.1 Sol (high) · GPT-6.1 Sol (low) · GPT-6.1 Sol (max) · GPT-6.1 Sol (medium) · GPT-6.1 Sol (unknown thinking) · GPT-6.1 Sol (xhigh) · GPT-6.1-Sol (max) · GPT-6.1-Sol (mini-swe-agent) xhigh · gpt 6.1 Sol