Claude Fable 5 vs Gemini 3.1 Pro
Wins 5 of 8 areas
Coding · Agents · Reasoning · Images and charts · Math
Wins 2 of 8 areas
Facts · Following instructions
Claude Fable 5 is the stronger all-rounder.Gemini 3.1 Pro is cheaper and better at following instructions.
Both rank among the ten best models we track in facts.
Scores updated · 65 tests both models report · How we compare
Where each one wins
Tests won in each of the eight areas we test. Each piece is one test, so a longer bar means more evidence; grey means the two scored within a point of each other.
- CodingWriting and fixing software90Claude Fable 59 of 9 tests
- AgentsCarrying out multi-step tasks on its own70Claude Fable 57 of 7 tests
- ReasoningHard problems that need careful thinking51Claude Fable 55 of 6 tests
- MathCompetition and research-level math30Claude Fable 53 of 3 tests
- Images and chartsUnderstanding pictures, charts and video20Claude Fable 52 of 2 tests
- Following instructionsDoing exactly what it is asked02Gemini 3.1 Pro2 of 2 tests
- FactsGetting facts right instead of making them up12Gemini 3.1 Pro2 of 3 tests
- Long documentsFinding answers in very long texts00Even0 each · 1 tie
Long documents rests on a single test.
What it costs
Prices per million tokens, roughly 750,000 words. The bars show the cost of a million tokens read plus a million written.
Gemini 3.1 Pro costs 77% less for the same work.
The biggest differences
The three tests each model wins by the widest margin. Scores are out of 100.
Where Claude Fable 5 pulls ahead
- Extremely hard research-level math problemsFrontierMath Tier 4+63.4points ahead
- Real work tasks from 44 professionsGDPVal+40.9points ahead
- Complex command-line tasks across many fieldsTerminal-Bench 4.0+38.4points ahead
Where Gemini 3.1 Pro pulls ahead
- Follows unfamiliar, precisely checkable instructionsIFBench+13.6points ahead
- Avoids making up answers it doesn't knowAA-Omniscience · Non-hallucination+12.7points ahead
- Follows detailed instructions exactlyLiveBench · Instruction Following+3.3points ahead
Every test, side by side
All 65 tests both models report. The winning score is in its model's colour; marks a score checked independently.
CodingClaude Fable 5
- SWE-bench ProClaude Fable 5 by 25.88054.2+25.8
- LiveBench · Agentic CodingClaude Fable 5 by 18.162.244.1+18.1
- LMArena · WebDevClaude Fable 5 by 177 rating points16241447+177 rating
- SWE-bench VerifiedClaude Fable 5 by 14.49580.6+14.4
- Terminal-Bench 2.1Claude Fable 5 by 10.884.673.8+10.8
- SWE-bench MultilingualClaude Fable 5 by 9.786.676.9+9.7
- LiveBench · CodingClaude Fable 5 by 9.58676.5+9.5
- Terminal-Bench HardClaude Fable 5 by 9.162.953.8+9.1
- SciCodeClaude Fable 5 by 2.36158.7+2.3
AgentsClaude Fable 5
- GDPValClaude Fable 5 by 40.955.614.7+40.9
- Terminal-Bench 4.0Claude Fable 5 by 38.442.44+38.4
- τ-Bench V3 · BankingClaude Fable 5 by 16.738.121.4+16.7
- MCP AtlasClaude Fable 5 by 15.584.769.2+15.5
- AA ApexAgentsClaude Fable 5 by 11.343.332+11.3
- OSWorld-VerifiedClaude Fable 5 by 8.88576.2+8.8
- BrowseCompClaude Fable 5 by 1.587.485.9+1.5
ReasoningClaude Fable 5
- ARC-AGI-2Claude Fable 5 by 12.189.277.1+12.1
- CritPtClaude Fable 5 by 10.928.617.7+10.9
- Humanity's Last ExamClaude Fable 5 by 8.555.547+8.5
- LiveBench · ReasoningClaude Fable 5 by 5.789.784+5.7
- SimpleBenchClaude Fable 5 by 2.381.979.6+2.3
- GPQA DiamondGemini 3.1 Pro by 1.592.694.1+1.5
FactsGemini 3.1 Pro
- AA-Omniscience · Non-hallucinationGemini 3.1 Pro by 12.736.449.1+12.7
- AA-Omniscience · AccuracyClaude Fable 5 by 10.565.354.9+10.5
- SimpleQA VerifiedGemini 3.1 Pro by 2.870.773.5+2.8
Images and chartsClaude Fable 5
- LMArena · VisionClaude Fable 5 by 29 rating points13251296+29 rating
- MMMU-ProClaude Fable 5 by 1.884.282.4+1.8
MathClaude Fable 5
- FrontierMath Tier 4Claude Fable 5 by 63.490.226.8+63.4
- FrontierMath Tiers 1-3 (v2)Claude Fable 5 by 27.38759.6+27.3
- LiveBench · MathematicsClaude Fable 5 by 59691+5
Following instructionsGemini 3.1 Pro
- IFBenchGemini 3.1 Pro by 13.663.577.1+13.6
- LiveBench · Instruction FollowingGemini 3.1 Pro by 3.375.879.1+3.3
Other results32 tests, not counted
Tests outside the eight areas. They are not counted above: several are summary scores built from other tests, or the same test under another name.
- GDPval-AA v2Claude Fable 5 by 761 rating points1723962+761 rating
- GDPval-AA v2 EloClaude Fable 5 by 758 rating points1723965+758 rating
- GDPval-AA (Elo)Claude Fable 5 by 615 rating points19321317+615 rating
- DeepSWEClaude Fable 5 by 607010+60
- DeepSWE 1.1Claude Fable 5 by 587012+58
- Program BenchClaude Fable 5 by 46.886.339.5+46.8
- AA Agentic IndexClaude Fable 5 by 40.75110.3+40.7
- SWE-MarathonClaude Fable 5 by 31354+31
- SWEBench Pro PublicClaude Fable 5 by 25.88054.2+25.8
- HiL-Bench (Tools-allowed)Claude Fable 5 by 2156.335.3+21
- AA IntelligenceClaude Fable 5 by 19.949.629.7+19.9
- PostTrainBenchClaude Fable 5 by 19.841.421.6+19.8
- OfficeQA ProGemini 3.1 Pro by 14.657.972.5+14.6
- Finance Agent v2Claude Fable 5 by 13.356.343+13.3
- Legal Agent BenchmarkClaude Fable 5 by 13.313.30+13.3
- GDP (Surge AI)Claude Fable 5 by 13.129.816.7+13.1
- ToolathlonClaude Fable 5 by 12.961.748.8+12.9
- HLE (with tools)Claude Fable 5 by 12.463.851.4+12.4
- DeepSearchQA (F1)Claude Fable 5 by 12.394.281.9+12.3
- Blueprint-Bench 2Claude Fable 5 by 12.138.626.5+12.1
- AA-OmniscienceClaude Fable 5 by 11.443.331.9+11.4
- τ³-Bench BankingClaude Fable 5 by 10.326.816.5+10.3
- Artificial Analysis Coding IndexClaude Fable 5 by 7.776.568.8+7.7
- livebench_languageClaude Fable 5 by 5.390.785.4+5.3
- τ²-Bench Telecom (AA run)Claude Fable 5 by 2.998.595.6+2.9
- BrowseComp (w/ Ctx)Claude Fable 5 by 2.18885.9+2.1
- livebench_data_analysisClaude Fable 5 by 280.578.5+2
- LiveBenchGemini 3.1 Pro by 1.678.379.9+1.6
- StrongREJECTtie98.798tie
- Global-MMLU-Litetie93.392.7tie
- ARC-AGI-1tie98.598tie
- charxiv_rq_with_pythontie89.489.9tie
Questions people ask
Which is better, Claude Fable 5 or Gemini 3.1 Pro?
Claude Fable 5 wins five of the eight areas we test: coding, agents, reasoning, images and charts and math. Gemini 3.1 Pro wins facts and following instructions, and costs 77% less. They are level on long documents.
Which is better for coding?
Claude Fable 5. It wins 9 of the 9 coding tests both models report; Gemini 3.1 Pro wins none.
Which is cheaper?
Claude Fable 5 costs $10.00 per million input tokens and $50.00 per million output tokens; Gemini 3.1 Pro costs $2.00 and $12.00. That makes Gemini 3.1 Pro about 77% cheaper for the same work.
How do you compare the two?
We use the 65 benchmark tests both models have published scores on. The verdict counts the 33 tests in the eight capability areas, and a gap under one point (ten on rating-style scales) counts as a tie. The other 32 are listed but not counted, because several are summary scores or repeat a test. Each score is the one shown on the model's own page.