The Model Index
Up to four models

GPT-5.6 Terra vs Gemini 3.8 Flash

On the index (GPT-4 = 100), GPT-5.6 Terra scores 178 and Gemini 3.8 Flash 175. Side by side on the same third-party tests, with price and context. The link in your address bar shares this exact comparison.

Next to GPT-5.6 Terra
Presets
GPT-5.6 Terra
178162–195
WeightsClosed
ReleasedJul 2026
Price in / out$2.0 / $12
Context1.05M
Core tests taken6 of 9
Gemini 3.8 Flash
175159–191
WeightsClosed
ReleasedSep 2026
Price in / out$0.82 / $4.13
Context1.05M
Core tests taken7 of 9

GPT-5.6 Terra and Gemini 3.8 Flash are too close to call (3 points apart, within the uncertainty), ahead on 2 of 6 shared core tests, at 2.7× the price.

Test by testthird-party results

GPT-5.6 TerraGemini 3.8 Flash
0%25%50%75%100%REASONING & KNOWLEDGEGPQA Diamond (Epoch AI)GPQA Diamond (Epoch AI)GPQA Diamond (Vals AI)GPQA Diamond (Vals AI)MMLU ProMMLU ProMMMU ProMMMU ProSimpleQA VerifiedSimpleQA VerifiedMATHSFrontierMath (tiers 1-3)FrontierMath (tiers 1-3)AIME-style maths (OTIS mock)AIME-style maths (OTIS mock)ProofBench v1.1ProofBench v1.1Chess puzzlesChess puzzlesFrontierMath (tier 4)FrontierMath (tier 4)Surface Evolver BenchSurface Evolver BenchCODINGTerminal-Bench 4.0Terminal-Bench 4.0Code MigrationCode MigrationCyberBench v1.1CyberBench v1.1IOIIOILiveCodeBenchLiveCodeBenchProgramBenchProgramBenchSWE-benchSWE-benchVibe Code Bench 1-100Vibe Code Bench 1-100Vibe Code Bench v1.1Vibe Code Bench v1.1DeepSWEDeepSWEWeirdMLWeirdMLAGENTSAPEX-AgentsAPEX-AgentsSkillsBenchSkillsBenchSRE BenchSRE BenchTerminal-Bench-ScienceTerminal-Bench-ScienceDTBenchDTBenchFurniture assemblyFurniture assemblyLMCALMCAMystery game puzzlesMystery game puzzlesPROFESSIONAL WORKFinance Agent (v2)Finance Agent (v2)EMBEMBLegalBenchLegalBenchLegal Research BenchLegal Research BenchMedCodeMedCodeMedScribeMedScribeMortgageTaxMortgageTaxPublic Benefits Bench v1.1Public Benefits Bench v1.1SAGESAGETax Agent BenchTax Agent BenchTaxEval v2TaxEval v2NOVEL PROBLEMSARC-AGI-2ARC-AGI-2ARC-AGI-1ARC-AGI-1ARC-AGI-3ARC-AGI-3
Every result as a table
TestGPT-5.6 TerraGemini 3.8 Flash
Reasoning & knowledge
GPQA Diamond (Epoch AI)93.3%95.4%
GPQA Diamond (Vals AI)90.9%94.4%
MMLU Pro86.7%90.2%
MMMU Pro86.5%89.1%
SimpleQA Verified43.2%69.7%
Maths
FrontierMath (tiers 1-3)86.0%68.4%
AIME-style maths (OTIS mock)99.7%98.9%
ProofBench v1.174.0%48.0%
Chess puzzles47.0%58.0%
FrontierMath (tier 4)70.7%21.9%
Surface Evolver Bench83.8%76.9%
Coding
Terminal-Bench 4.022.7%19.7%
Code Migration47.8%36.5%
CyberBench v1.172.1%43.8%
IOI87.6%56.9%
LiveCodeBench85.9%89.5%
ProgramBench0.5%1.0%
SWE-bench95.4%80.0%
Vibe Code Bench 1-10014.8%18.8%
Vibe Code Bench v1.174.6%78.6%
DeepSWE69.6%73.8%
WeirdML78.3%84.8%
Agents
APEX-Agents58.2%64.3%
SkillsBench58.9%58.0%
SRE Bench9.5%11.1%
Terminal-Bench-Science10.0%8.6%
DTBench93.3%95.7%
Furniture assembly54.2%31.7%
LMCA54.9%52.9%
Mystery game puzzles35.0%47.0%
Professional work
Finance Agent (v2)54.4%61.4%
EMB66.2%72.2%
LegalBench85.1%87.0%
Legal Research Bench41.3%38.9%
MedCode43.4%48.1%
MedScribe82.9%84.5%
MortgageTax67.3%65.3%
Public Benefits Bench v1.162.4%65.3%
SAGE47.0%35.1%
Tax Agent Bench30.0%32.1%
TaxEval v276.2%74.5%
Novel problems
ARC-AGI-283.9%89.2%
ARC-AGI-196.5%98.5%
ARC-AGI-30.8%10.4%

Tests at least two of these models have taken. Bold rows are the core tests.

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