Claude Haiku 4.5 vs Gemini 3.6 Flash
Updated October 21, 2026. 74 benchmarks have a result for both. Coding is ranked on the Vibe Coding Index; every other board is shown as published.
Decision reading
Claude Haiku 4.5 and Gemini 3.6 Flash are level for coding, 49.8 against 48.3 on the Vibe Coding Index, so price and context decide.
Pick Gemini 3.6 Flash when output tokens cost 1.3x less, or when the context window is larger, 1.05M against 200K tokens. Pick Claude Haiku 4.5 when a solved task costs $0.56 against $1.49, or when the benchmark that matters is MedScribe (Vals AI), where it leads.
- Shared results
- 74
- Claude Haiku 4.5 only
- 20
- Gemini 3.6 Flash only
- 33
- Like-for-like categories
- 8 of 9
Shared results can support a head-to-head reading. Results only one model has describe coverage, not superiority.
Which one for your work
Each card is decided by one number both models carry. Where only one has it, the card says so and makes no call.
Coding
Vibe Coding Index, four public coding benchmarks
No call
Level: 49.8 against 48.3, inside 2 points.
3 and 1 benchmarks behind the scores
Intelligence
AA Intelligence Index
Gemini 3.6 Flash
Gemini 3.6 Flash leads, 34.0 against 16.9.
Same board, both measured
Agentic work
AA Agentic Index
Gemini 3.6 Flash
Gemini 3.6 Flash leads, 29.0 against 8.0.
Same board, both measured
Reasoning
GPQA Diamond
Gemini 3.6 Flash
Gemini 3.6 Flash leads, 93.4% against 72.2%.
Same board, both measured
Math
AIME
No call
Only Claude Haiku 4.5 has a AIME result, 82.7%.
Directional only
Knowledge
MMLU Pro
Gemini 3.6 Flash
Gemini 3.6 Flash leads, 89.3% against 78.7%.
Same board, both measured
Web design
Design Arena: websites
Gemini 3.6 Flash
Gemini 3.6 Flash leads, 1301 against 1122.
Same board, both measured
Long documents
Listed context window
Gemini 3.6 Flash
Gemini 3.6 Flash takes 1.05M tokens against 200K.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
Gemini 3.6 Flash
Claude Haiku 4.5 $0.0035, Gemini 3.6 Flash $0.0026 per turn.
List prices
Cost per solved task
One SWE-bench Verified task, solved
Claude Haiku 4.5
Claude Haiku 4.5 $0.56, Gemini 3.6 Flash $1.49.
Published attempt cost and pass rate
At a glance
- Coding index
- Claude Haiku 4.5 49.8 from 3 benchmarks, Gemini 3.6 Flash 48.3 from 1 benchmark.
- Widest category
- Reasoning, 27.5 points apart on average over 9 shared benchmarks.
- Widest single gap
- ARC-AGI-2: Claude Haiku 4.5 4.0% against Gemini 3.6 Flash 60.4%, 56.4 points apart on a 0 to 100 scale.
- Output price
- Claude Haiku 4.5 $5.00 against Gemini 3.6 Flash $3.75 per million output tokens, 1.3x apart.
- Context window
- Claude Haiku 4.5 takes 200K tokens, Gemini 3.6 Flash 1.05M.
Benchmark by benchmark
First the score: boards each model leads, per category, where both have a result. Then every board, a category to a fold; bars are each result on a 0 to 100 scale, so compare the two in a row, not one row with another.
| Category | Claude Haiku 4.5 | Bars | Gemini 3.6 Flash | Ties |
|---|---|---|---|---|
| Coding | 0 | 12 | 1 tie | |
| Intelligence | 0 | 2 | ||
| Agentic work | 0 | 5 | ||
| Reasoning | 0 | 9 | ||
| Math | 0 | 3 | ||
| Knowledge | 0 | 11 | ||
| Web design | 0 | 7 | ||
| General | 1 | 23 | ||
| All shared boards | 1 | 72 | 1 tie |
CodingLike-for-likeFour of these boards feed the Vibe Coding Index012
| Benchmark | Claude Haiku 4.5 | Gemini 3.6 Flash | Leader |
|---|---|---|---|
| SWE-bench Verified | 66.6% | Not measured | Only Claude Haiku 4.5 measured |
| SWE-bench Multilingual | 64.7% | Not measured | Only Claude Haiku 4.5 measured |
| LiveBench coding | 48.1% | Not measured | Only Claude Haiku 4.5 measured |
| LMArena WebDev | 1330 | 1538 | Gemini 3.6 Flash |
| AA Coding Index | 43.9 | 69.2 | Gemini 3.6 Flash |
| LiveCodeBench (Vals AI) | 41.2% | 88.1% | Gemini 3.6 Flash |
| SWE-bench Verified (Vals AI) | 66.6% | 79.6% | Gemini 3.6 Flash |
| Vibe Code Bench (Vals AI) | 11.4% | 64.0% | Gemini 3.6 Flash |
| Code migration (Vals AI) | 7.5% | 30.9% | Gemini 3.6 Flash |
| ProgramBench (Vals AI) | 0.0% | 0.0% | Tie |
| IOI (Vals AI) | Not measured | 35.1% | Only Gemini 3.6 Flash measured |
| Terminal-Bench 2.1 (Vals AI) | 43.8% | 73.8% | Gemini 3.6 Flash |
| CyberBench (Vals AI) | Not measured | 45.4% | Only Gemini 3.6 Flash measured |
| SciCode | Not measured | 53.4% | Only Gemini 3.6 Flash measured |
| Terminal-Bench | 35.5% | Not measured | Only Claude Haiku 4.5 measured |
| FrontierCode | Not measured | 34.4% | Only Gemini 3.6 Flash measured |
| WeirdML | 45.4% | 56.1% | Gemini 3.6 Flash |
| ALE-Bench | Not measured | 715.5 | Only Gemini 3.6 Flash measured |
| LMArena Text: coding | 1454 | 1491 | Gemini 3.6 Flash |
| LMArena Text: software and IT | 1439 | 1492 | Gemini 3.6 Flash |
| LMArena WebDev: React | 1326 | 1528 | Gemini 3.6 Flash |
| LMArena WebDev: HTML | 1318 | 1547 | Gemini 3.6 Flash |
| LMArena WebDev: from an image | Not measured | 1545 | Only Gemini 3.6 Flash measured |
| Neither model has a result on the other 15 boards here | |||
IntelligenceLike-for-likePublic boards, shown as published, kept out of the index02
| Benchmark | Claude Haiku 4.5 | Gemini 3.6 Flash | Leader |
|---|---|---|---|
| AA Intelligence Index | 16.9 | 34.0 | Gemini 3.6 Flash |
| Epoch Capabilities Index | 142.2 | 154.5 | Gemini 3.6 Flash |
Agentic workLike-for-likePublic boards, shown as published, kept out of the index05
| Benchmark | Claude Haiku 4.5 | Gemini 3.6 Flash | Leader |
|---|---|---|---|
| AA Agentic Index | 8.0 | 29.0 | Gemini 3.6 Flash |
| Design Arena: agents building web apps | Not measured | 1197 | Only Gemini 3.6 Flash measured |
| Design Arena: agents building full-stack apps | Not measured | 1181 | Only Gemini 3.6 Flash measured |
| Design Arena: agents building mobile apps | Not measured | 1199 | Only Gemini 3.6 Flash measured |
| Design Arena: agents building Android apps | Not measured | 1208 | Only Gemini 3.6 Flash measured |
| Design Arena: agents building games | Not measured | 1181 | Only Gemini 3.6 Flash measured |
| Design Arena: HTML slides | Not measured | 1148 | Only Gemini 3.6 Flash measured |
| Design Arena: PowerPoint slides | Not measured | 1146 | Only Gemini 3.6 Flash measured |
| Design Arena: spreadsheets | Not measured | 1017 | Only Gemini 3.6 Flash measured |
| LiveBench research | 42.2% | Not measured | Only Claude Haiku 4.5 measured |
| LiveBench browser | 40.0% | Not measured | Only Claude Haiku 4.5 measured |
| LiveBench long agentic | 11.1% | Not measured | Only Claude Haiku 4.5 measured |
| Finance Agent (Vals AI) | 31.0% | 56.3% | Gemini 3.6 Flash |
| Tax Agent Bench (Vals AI) | 5.9% | 18.0% | Gemini 3.6 Flash |
| Legal Research Bench (Vals AI) | 10.6% | 25.0% | Gemini 3.6 Flash |
| Excel Modeling Benchmark (Vals AI) | 22.7% | 65.4% | Gemini 3.6 Flash |
| BioMysteryBench (Vals AI) | Not measured | 58.5% | Only Gemini 3.6 Flash measured |
| Terminal-Bench-Science (Vals AI) | Not measured | 4.3% | Only Gemini 3.6 Flash measured |
| APEX-Agents | Not measured | 46.9% | Only Gemini 3.6 Flash measured |
| BALROG | 31.2% | Not measured | Only Claude Haiku 4.5 measured |
| DeepResearch Bench | 45.5% | Not measured | Only Claude Haiku 4.5 measured |
| Vending-Bench 2 | $459 | Not measured | Only Claude Haiku 4.5 measured |
| Neither model has a result on the other 17 boards here | |||
ReasoningLike-for-likePublic boards, shown as published, kept out of the index09
| Benchmark | Claude Haiku 4.5 | Gemini 3.6 Flash | Leader |
|---|---|---|---|
| GPQA Diamond | 72.2% | 93.4% | Gemini 3.6 Flash |
| LiveBench reasoning | 61.7% | Not measured | Only Claude Haiku 4.5 measured |
| MMMU Pro (Vals AI) | 46.1% | 88.4% | Gemini 3.6 Flash |
| GPQA Diamond (Artificial Analysis run) | Not measured | 92.8% | Only Gemini 3.6 Flash measured |
| Humanity's Last Exam (Artificial Analysis run) | Not measured | 40.8% | Only Gemini 3.6 Flash measured |
| GPQA Diamond (Epoch AI run) | 71.2% | 94.1% | Gemini 3.6 Flash |
| ARC-AGI | 47.7% | 91.2% | Gemini 3.6 Flash |
| ARC-AGI-2 | 4.0% | 60.4% | Gemini 3.6 Flash |
| Chess puzzles | 8.0% | 42.0% | Gemini 3.6 Flash |
| Mystery game puzzles | Not measured | 30.0% | Only Gemini 3.6 Flash measured |
| LMArena Text: hard prompts | 1421 | 1486 | Gemini 3.6 Flash |
| LMArena Text: expert | 1443 | 1490 | Gemini 3.6 Flash |
| LMArena Text: hard prompts in English | 1435 | 1484 | Gemini 3.6 Flash |
| LMArena Vision: diagrams | Not measured | 1314 | Only Gemini 3.6 Flash measured |
| LMArena Vision: homework | Not measured | 1314 | Only Gemini 3.6 Flash measured |
| Neither model has a result on the other 6 boards here | |||
MathLike-for-likePublic boards, shown as published, kept out of the index03
| Benchmark | Claude Haiku 4.5 | Gemini 3.6 Flash | Leader |
|---|---|---|---|
| AIME | 82.7% | Not measured | Only Claude Haiku 4.5 measured |
| MGSM (Vals AI) | 92.2% | Not measured | Only Claude Haiku 4.5 measured |
| OTIS Mock AIME | 66.7% | 94.2% | Gemini 3.6 Flash |
| FrontierMath, tiers 1 to 3 | Not measured | 58.9% | Only Gemini 3.6 Flash measured |
| FrontierMath, tier 4 | Not measured | 22.0% | Only Gemini 3.6 Flash measured |
| ProofBench | Not measured | 36.0% | Only Gemini 3.6 Flash measured |
| MATH level 5 | 96.4% | Not measured | Only Claude Haiku 4.5 measured |
| LMArena Text: math | 1398 | 1508 | Gemini 3.6 Flash |
| LMArena Text: mathematical work | 1430 | 1492 | Gemini 3.6 Flash |
| Neither model has a result on the other 4 boards here | |||
KnowledgeLike-for-likePublic boards, shown as published, kept out of the index011
| Benchmark | Claude Haiku 4.5 | Gemini 3.6 Flash | Leader |
|---|---|---|---|
| MMLU Pro | 78.7% | 89.3% | Gemini 3.6 Flash |
| LegalBench (Vals AI) | 81.2% | 86.7% | Gemini 3.6 Flash |
| CaseLaw (Vals AI) | 56.5% | Not measured | Only Claude Haiku 4.5 measured |
| CorpFin (Vals AI) | 60.6% | 63.3% | Gemini 3.6 Flash |
| TaxEval (Vals AI) | 67.5% | 74.9% | Gemini 3.6 Flash |
| MortgageTax (Vals AI) | 62.2% | 67.6% | Gemini 3.6 Flash |
| MedQA (Vals AI) | 79.6% | Not measured | Only Claude Haiku 4.5 measured |
| MedCode (Vals AI) | 32.7% | 53.1% | Gemini 3.6 Flash |
| SimpleQA Verified | 13.2% | 66.2% | Gemini 3.6 Flash |
| LMArena Text: science | 1406 | 1489 | Gemini 3.6 Flash |
| LMArena Text: medicine and healthcare | 1394 | 1469 | Gemini 3.6 Flash |
| LMArena Text: legal and government | 1400 | 1479 | Gemini 3.6 Flash |
| LMArena Text: business and finance | 1400 | 1464 | Gemini 3.6 Flash |
| Neither model has a result on the other 4 boards here | |||
Web designLike-for-likePublic boards, shown as published, kept out of the index07
| Benchmark | Claude Haiku 4.5 | Gemini 3.6 Flash | Leader |
|---|---|---|---|
| Design Arena: websites | 1122 | 1301 | Gemini 3.6 Flash |
| Design Arena: UI components | 1100 | 1297 | Gemini 3.6 Flash |
| Design Arena: game dev | 1097 | 1263 | Gemini 3.6 Flash |
| Design Arena: data viz | 1124 | 1289 | Gemini 3.6 Flash |
| Design Arena: 3D | 1072 | 1272 | Gemini 3.6 Flash |
| Design Arena: all code categories | 1115 | 1290 | Gemini 3.6 Flash |
| Design Arena: SVG | 1025 | Not measured | Only Claude Haiku 4.5 measured |
| Design Arena: ASCII art | 1139 | 1281 | Gemini 3.6 Flash |
| LiveBench design | 59.9% | Not measured | Only Claude Haiku 4.5 measured |
GeneralLike-for-likePublic boards, shown as published, kept out of the index123
| Benchmark | Claude Haiku 4.5 | Gemini 3.6 Flash | Leader |
|---|---|---|---|
| LiveBench data analysis | 59.3% | Not measured | Only Claude Haiku 4.5 measured |
| Public Benefits Bench (Vals AI) | 54.3% | 56.6% | Gemini 3.6 Flash |
| SAGE (Vals AI) | 31.8% | 48.7% | Gemini 3.6 Flash |
| MedScribe (Vals AI) | 85.2% | 79.7% | Claude Haiku 4.5 |
| Vals Multimodal Index | 42.9% | 65.1% | Gemini 3.6 Flash |
| Long context reasoning (AA-LCR) | Not measured | 80.0% | Only Gemini 3.6 Flash measured |
| DTBench | 73.6% | 95.5% | Gemini 3.6 Flash |
| LMCA | 30.9% | 44.9% | Gemini 3.6 Flash |
| Furniture assembly | Not measured | 23.3% | Only Gemini 3.6 Flash measured |
| ExploitBench | 13.7% | Not measured | Only Claude Haiku 4.5 measured |
| LMArena Text | 1397 | 1480 | Gemini 3.6 Flash |
| LMArena Text: instruction following | 1414 | 1467 | Gemini 3.6 Flash |
| LMArena Text: creative writing | 1371 | 1466 | Gemini 3.6 Flash |
| LMArena Vision | Not measured | 1299 | Only Gemini 3.6 Flash measured |
| LMArena Text: English | 1414 | 1482 | Gemini 3.6 Flash |
| LMArena Text: non-English | 1377 | 1470 | Gemini 3.6 Flash |
| LMArena Text: Chinese | 1418 | 1531 | Gemini 3.6 Flash |
| LMArena Text: German | 1374 | 1480 | Gemini 3.6 Flash |
| LMArena Text: Japanese | 1338 | 1475 | Gemini 3.6 Flash |
| LMArena Text: Korean | 1346 | 1429 | Gemini 3.6 Flash |
| LMArena Text: French | 1411 | 1503 | Gemini 3.6 Flash |
| LMArena Text: Spanish | 1421 | 1476 | Gemini 3.6 Flash |
| LMArena Text: Russian | 1381 | 1488 | Gemini 3.6 Flash |
| LMArena Text: Polish | 1343 | 1473 | Gemini 3.6 Flash |
| LMArena Text: multi-turn | 1409 | 1481 | Gemini 3.6 Flash |
| LMArena Text: longer queries | 1427 | 1475 | Gemini 3.6 Flash |
| LMArena Text: writing and language | 1386 | 1470 | Gemini 3.6 Flash |
| LMArena Text: entertainment and media | 1369 | 1456 | Gemini 3.6 Flash |
| LMArena Vision: English | Not measured | 1295 | Only Gemini 3.6 Flash measured |
| LMArena Vision: Chinese | Not measured | 1357 | Only Gemini 3.6 Flash measured |
| LMArena Vision: reading text | Not measured | 1312 | Only Gemini 3.6 Flash measured |
| LMArena Vision: humor | Not measured | 1289 | Only Gemini 3.6 Flash measured |
| LMArena Vision: creative writing | Not measured | 1278 | Only Gemini 3.6 Flash measured |
| LMArena Document | 1420 | 1456 | Gemini 3.6 Flash |
| Neither model has a result on the other 12 boards here | |||
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
| Benchmark | Claude Haiku 4.5 | Gemini 3.6 Flash | Leader |
|---|---|---|---|
| Neither model has a result on 5 boards here | |||
What each workload costs
Three fixed token mixes at each model's listed price, so per-token rates become a bill.
Chat turn
1K input + 500 output tokens
Gemini 3.6 Flash costs less
Repository review
50K input + 3K output tokens
Gemini 3.6 Flash costs less
Agent loop
200K input + 10K output tokens
Gemini 3.6 Flash costs less
Listed OpenRouter rates, without cache or batch discounts. A workload that does not fit a model's context window would need splitting.
Specification differences
The leading value in a row is marked; a row with a missing value names no leader. Our two rows are marked in red.
| Specification | Anthropic Claude Haiku 4.5 | Google Gemini 3.6 Flash |
|---|---|---|
| Maker | Anthropic | |
| Weights | No public weights listed | No public weights listed |
| Released | October 15, 2025 | July 21, 2026 |
| Context window | 200K | 1.05M |
| Input $/Mtok | $1.00 | $0.75 |
| Output $/Mtok | $5.00 | $3.75 |
| Coding index | 49.8 | 48.3 |
| Independent measurements behind it | 3 | 1 |
| Cost per solved task | $0.56 | $1.49 |
| Source | OpenRouter listing | OpenRouter listing |
Questions
Is Claude Haiku 4.5 better than Gemini 3.6 Flash for coding?
Claude Haiku 4.5 and Gemini 3.6 Flash are level for coding, 49.8 against 48.3 on the Vibe Coding Index, so price and context decide. Pick Gemini 3.6 Flash when output tokens cost 1.3x less, or when the context window is larger, 1.05M against 200K tokens. Pick Claude Haiku 4.5 when a solved task costs $0.56 against $1.49, or when the benchmark that matters is MedScribe (Vals AI), where it leads.
Which is cheaper, Claude Haiku 4.5 or Gemini 3.6 Flash?
Claude Haiku 4.5 costs $1.00 per million input tokens and $5.00 per million output tokens; Gemini 3.6 Flash costs $0.75 and $3.75. Per solved SWE-bench Verified task, Claude Haiku 4.5 costs $0.56 and Gemini 3.6 Flash $1.49.
Which has the bigger context window, Claude Haiku 4.5 or Gemini 3.6 Flash?
Gemini 3.6 Flash, with 1.05M tokens against 200K.
How many benchmarks is the Claude Haiku 4.5 vs Gemini 3.6 Flash comparison based on?
74 benchmarks have a result for both models as of October 21, 2026. Claude Haiku 4.5's coding index rests on 3 independent benchmarks and Gemini 3.6 Flash's on 1. Where only one model has a result, the page says so instead of naming a winner.