The Model Index
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Gemini 3.8 Flash vs Claude Haiku 5.5

On the index (GPT-4 = 100), Gemini 3.8 Flash scores 175 and Claude Haiku 5.5 174. 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 Gemini 3.8 Flash
Presets
Gemini 3.8 Flash
175159–191
WeightsClosed
ReleasedSep 2026
Price in / out$0.82 / $4.13
Context1.05M
Core tests taken7 of 9
Claude Haiku 5.5
174158–191
WeightsClosed
ReleasedOct 2026
Price in / out$0.10 / $0.50
Context1M
Core tests taken7 of 9

Gemini 3.8 Flash and Claude Haiku 5.5 are too close to call (1 point apart, within the uncertainty), ahead on 5 of 7 shared core tests, at 8.2× the price.

Test by testthird-party results

Gemini 3.8 FlashClaude Haiku 5.5
0%25%50%75%100%REASONING & KNOWLEDGEGPQA Diamond (Epoch AI)GPQA Diamond (Epoch AI)Humanity's Last ExamHumanity's Last ExamSimpleQA 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)CODINGTerminal-Bench 4.0Terminal-Bench 4.0Code MigrationCode MigrationCyberBench v1.1CyberBench v1.1IOIIOIProgramBenchProgramBenchVibe Code Bench 1-100Vibe Code Bench 1-100Vibe Code Bench v1.1Vibe Code Bench v1.1FrontierSWEFrontierSWEAGENTSAPEX-AgentsAPEX-AgentsBioMysteryBenchBioMysteryBenchSRE BenchSRE BenchTerminal-Bench-ScienceTerminal-Bench-ScienceDTBenchDTBenchFurniture assemblyFurniture assemblyLMCALMCAMystery game puzzlesMystery game puzzlesPROFESSIONAL WORKFinance Agent (v2)Finance Agent (v2)EMBEMBHLAB-Vals-1.1HLAB-Vals-1.1Legal Research BenchLegal Research BenchMedCodeMedCodeMedScribeMedScribePublic Benefits Bench v1.1Public Benefits Bench v1.1SAGESAGETax Agent BenchTax Agent BenchNOVEL PROBLEMSARC-AGI-2ARC-AGI-2ARC-AGI-1ARC-AGI-1ARC-AGI-3ARC-AGI-3MysteryMechanismMysteryMechanism
Every result as a table
TestGemini 3.8 FlashClaude Haiku 5.5
Reasoning & knowledge
GPQA Diamond (Epoch AI)95.4%89.6%
Humanity's Last Exam44.5%30.1%
SimpleQA Verified69.7%23.8%
Maths
FrontierMath (tiers 1-3)68.4%75.1%
AIME-style maths (OTIS mock)98.9%98.9%
ProofBench v1.148.0%89.0%
Chess puzzles58.0%55.0%
FrontierMath (tier 4)21.9%46.3%
Coding
Terminal-Bench 4.019.7%36.4%
Code Migration36.5%44.6%
CyberBench v1.143.8%75.5%
IOI56.9%47.3%
ProgramBench1.0%2.5%
Vibe Code Bench 1-10018.8%20.4%
Vibe Code Bench v1.178.6%90.4%
FrontierSWE19.6%43.8%
Agents
APEX-Agents64.3%56.1%
BioMysteryBench62.2%70.4%
SRE Bench11.1%5.7%
Terminal-Bench-Science8.6%10.0%
DTBench95.7%95.0%
Furniture assembly31.7%47.5%
LMCA52.9%51.1%
Mystery game puzzles47.0%30.0%
Professional work
Finance Agent (v2)61.4%54.1%
EMB72.2%59.0%
HLAB-Vals-1.112.1%4.2%
Legal Research Bench38.9%43.8%
MedCode48.1%51.5%
MedScribe84.5%89.5%
Public Benefits Bench v1.165.3%63.2%
SAGE35.1%45.8%
Tax Agent Bench32.1%31.9%
Novel problems
ARC-AGI-289.2%61.3%
ARC-AGI-198.5%89.0%
ARC-AGI-310.4%0.5%
MysteryMechanism36.5%35.1%

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

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