Claude Haiku 4.5 vs Gemini 3.5 Flash Lite
Gemini 3.5 Flash Lite leads Claude Haiku 4.5 on coding, 49.0 to 35.6 on the Vibe Coding Index, and Gemini 3.5 Flash Lite costs 2.0x less per output token ($2.50 vs $5.00 per million). Updated October 22, 2026; 63 benchmarks have a result for both.
Claude Haiku 4.5 or Gemini 3.5 Flash Lite: which to pick
Pick Gemini 3.5 Flash Lite for coding: it scores 49.0 on the Vibe Coding Index against 35.6 for Claude Haiku 4.5, though on 3 benchmarks against 4.
Pick Claude Haiku 4.5 for work measured by Code migration (Vals AI) or WeirdML, where it leads.
- Shared results
- 63
- Claude Haiku 4.5 only
- 32
- Gemini 3.5 Flash Lite only
- 22
- Like-for-like categories
- 7 of 9
Only benchmarks that tested both models count toward a pick; a result only one model has is shown but not compared.
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, six public coding benchmarks
Gemini 3.5 Flash Lite
Gemini 3.5 Flash Lite scores 49.0 against 35.6.
4 and 3 benchmarks behind the scores
Intelligence
AA Intelligence Index
Gemini 3.5 Flash Lite
Gemini 3.5 Flash Lite leads, 22.2 against 16.9.
Same board, both measured
Agentic work
AA Agentic Index
Gemini 3.5 Flash Lite
Gemini 3.5 Flash Lite leads, 14.3 against 8.0.
Same board, both measured
Reasoning
GPQA Diamond
Gemini 3.5 Flash Lite
Gemini 3.5 Flash Lite leads, 83.8% 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 3.5 Flash Lite
Gemini 3.5 Flash Lite leads, 85.8% against 78.7%.
Same board, both measured
Web design
Design Arena: websites
No call
Only Claude Haiku 4.5 has a Design Arena: websites result, 1122.
Directional only
Long documents
Listed context window
Gemini 3.5 Flash Lite
Gemini 3.5 Flash Lite takes 1.05M tokens against 200K.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
Gemini 3.5 Flash Lite
Claude Haiku 4.5 $0.0035, Gemini 3.5 Flash Lite $0.0015 per turn.
List prices
Cost per solved task
One SWE-bench Verified task, solved
Gemini 3.5 Flash Lite
Claude Haiku 4.5 $0.56, Gemini 3.5 Flash Lite $0.41.
Published attempt cost and pass rate
At a glance
- Coding index
- Claude Haiku 4.5 35.6 from 4 benchmarks, Gemini 3.5 Flash Lite 49.0 from 3 benchmarks.
- Widest category
- Reasoning, 10.2 points apart on average over 9 shared benchmarks.
- Widest single gap
- LiveCodeBench (Vals AI): Claude Haiku 4.5 41.2% against Gemini 3.5 Flash Lite 79.0%, 37.8 points apart on a 0 to 100 scale.
- Output price
- Claude Haiku 4.5 $5.00 against Gemini 3.5 Flash Lite $2.50 per million output tokens, 2.0x apart.
- Context window
- Claude Haiku 4.5 takes 200K tokens, Gemini 3.5 Flash Lite 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 3.5 Flash Lite | Ties |
|---|---|---|---|---|
| Coding | 3 | 8 | 1 tie | |
| Intelligence | 0 | 2 | ||
| Agentic work | 0 | 5 | ||
| Reasoning | 1 | 8 | ||
| Math | 0 | 3 | ||
| Knowledge | 0 | 10 | ||
| General | 2 | 20 | ||
| All shared boards | 6 | 56 | 1 tie |
CodingLike-for-likeSix of these boards feed the Vibe Coding Index38
| Benchmark | Claude Haiku 4.5 | Gemini 3.5 Flash Lite | 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 | 1435 | Gemini 3.5 Flash Lite |
| AA Coding Index | 43.9 | 49.3 | Gemini 3.5 Flash Lite |
| LiveCodeBench (Vals AI) | 41.2% | 79.0% | Gemini 3.5 Flash Lite |
| SWE-bench Verified (Vals AI) | 66.6% | 75.0% | Gemini 3.5 Flash Lite |
| Vibe Code Bench (Vals AI) | 11.4% | 37.2% | Gemini 3.5 Flash Lite |
| Code migration (Vals AI) | 7.5% | 6.2% | Claude Haiku 4.5 |
| ProgramBench (Vals AI) | 0.0% | 0.0% | Tie |
| Terminal-Bench 2.1 (Vals AI) | 43.8% | 50.2% | Gemini 3.5 Flash Lite |
| CyberBench (Vals AI) | Not measured | 59.1% | Only Gemini 3.5 Flash Lite measured |
| SciCode | Not measured | 41.3% | Only Gemini 3.5 Flash Lite measured |
| Terminal-Bench | 35.5% | Not measured | Only Claude Haiku 4.5 measured |
| WeirdML | 45.4% | 39.0% | Claude Haiku 4.5 |
| ALE-Bench | Not measured | 765.3 | Only Gemini 3.5 Flash Lite measured |
| LMArena Text: coding | 1454 | 1453 | Claude Haiku 4.5 |
| LMArena Text: software and IT | 1439 | 1451 | Gemini 3.5 Flash Lite |
| LMArena WebDev: React | 1326 | 1408 | Gemini 3.5 Flash Lite |
| LMArena WebDev: HTML | 1318 | Not measured | Only Claude Haiku 4.5 measured |
| LMArena WebDev: from an image | Not measured | 1448 | Only Gemini 3.5 Flash Lite measured |
| SciCode | Not measured | 6.2% | Only Gemini 3.5 Flash Lite measured |
| Neither model has a result on the other 17 boards here | |||
IntelligenceLike-for-likePublic boards, shown as published, kept out of the index02
| Benchmark | Claude Haiku 4.5 | Gemini 3.5 Flash Lite | Leader |
|---|---|---|---|
| AA Intelligence Index | 16.9 | 22.2 | Gemini 3.5 Flash Lite |
| Epoch Capabilities Index | 142.2 | 144.9 | Gemini 3.5 Flash Lite |
Agentic workLike-for-likePublic boards, shown as published, kept out of the index05
| Benchmark | Claude Haiku 4.5 | Gemini 3.5 Flash Lite | Leader |
|---|---|---|---|
| AA Agentic Index | 8.0 | 14.3 | Gemini 3.5 Flash Lite |
| 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% | 47.4% | Gemini 3.5 Flash Lite |
| Tax Agent Bench (Vals AI) | 5.9% | 7.2% | Gemini 3.5 Flash Lite |
| Legal Research Bench (Vals AI) | 10.6% | 13.9% | Gemini 3.5 Flash Lite |
| Excel Modeling Benchmark (Vals AI) | 22.7% | 43.2% | Gemini 3.5 Flash Lite |
| APEX-Agents | Not measured | 29.3% | Only Gemini 3.5 Flash Lite 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 |
| Berkeley Function Calling Leaderboard (BFCL) | 68.7% | Not measured | Only Claude Haiku 4.5 measured |
| Neither model has a result on the other 28 boards here | |||
ReasoningLike-for-likePublic boards, shown as published, kept out of the index18
| Benchmark | Claude Haiku 4.5 | Gemini 3.5 Flash Lite | Leader |
|---|---|---|---|
| GPQA Diamond | 72.2% | 83.8% | Gemini 3.5 Flash Lite |
| LiveBench reasoning | 61.7% | Not measured | Only Claude Haiku 4.5 measured |
| MMMU Pro (Vals AI) | 46.1% | 83.6% | Gemini 3.5 Flash Lite |
| GPQA Diamond (Artificial Analysis run) | Not measured | 83.8% | Only Gemini 3.5 Flash Lite measured |
| Humanity's Last Exam (Artificial Analysis run) | Not measured | 18.8% | Only Gemini 3.5 Flash Lite measured |
| GPQA Diamond (Epoch AI run) | 71.2% | 83.3% | Gemini 3.5 Flash Lite |
| ARC-AGI | 47.7% | 53.5% | Gemini 3.5 Flash Lite |
| ARC-AGI-2 | 4.0% | 10.3% | Gemini 3.5 Flash Lite |
| Chess puzzles | 8.0% | 21.0% | Gemini 3.5 Flash Lite |
| Mystery game puzzles | Not measured | 19.0% | Only Gemini 3.5 Flash Lite measured |
| LMArena Text: hard prompts | 1421 | 1441 | Gemini 3.5 Flash Lite |
| LMArena Text: expert | 1443 | 1434 | Claude Haiku 4.5 |
| LMArena Text: hard prompts in English | 1435 | 1440 | Gemini 3.5 Flash Lite |
| LMArena Vision: diagrams | Not measured | 1284 | Only Gemini 3.5 Flash Lite measured |
| LMArena Vision: homework | Not measured | 1291 | Only Gemini 3.5 Flash Lite measured |
| Neither model has a result on the other 7 boards here | |||
MathLike-for-likePublic boards, shown as published, kept out of the index03
| Benchmark | Claude Haiku 4.5 | Gemini 3.5 Flash Lite | 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% | 71.1% | Gemini 3.5 Flash Lite |
| FrontierMath, tiers 1 to 3 | Not measured | 26.0% | Only Gemini 3.5 Flash Lite measured |
| FrontierMath, tier 4 | Not measured | 0.0% | Only Gemini 3.5 Flash Lite measured |
| ProofBench | Not measured | 13.0% | Only Gemini 3.5 Flash Lite measured |
| MATH level 5 | 96.4% | Not measured | Only Claude Haiku 4.5 measured |
| LMArena Text: math | 1398 | 1434 | Gemini 3.5 Flash Lite |
| LMArena Text: mathematical work | 1430 | 1433 | Gemini 3.5 Flash Lite |
| Neither model has a result on the other 4 boards here | |||
KnowledgeLike-for-likePublic boards, shown as published, kept out of the index010
| Benchmark | Claude Haiku 4.5 | Gemini 3.5 Flash Lite | Leader |
|---|---|---|---|
| MMLU Pro | 78.7% | 85.8% | Gemini 3.5 Flash Lite |
| LegalBench (Vals AI) | 81.2% | 84.1% | Gemini 3.5 Flash Lite |
| CaseLaw (Vals AI) | 56.5% | Not measured | Only Claude Haiku 4.5 measured |
| CorpFin (Vals AI) | 60.6% | 60.7% | Gemini 3.5 Flash Lite |
| TaxEval (Vals AI) | 67.5% | 72.6% | Gemini 3.5 Flash Lite |
| MortgageTax (Vals AI) | 62.2% | 68.7% | Gemini 3.5 Flash Lite |
| MedQA (Vals AI) | 79.6% | Not measured | Only Claude Haiku 4.5 measured |
| MedCode (Vals AI) | 32.7% | 43.5% | Gemini 3.5 Flash Lite |
| SimpleQA Verified | 13.2% | Not measured | Only Claude Haiku 4.5 measured |
| LMArena Text: science | 1406 | 1451 | Gemini 3.5 Flash Lite |
| LMArena Text: medicine and healthcare | 1394 | 1438 | Gemini 3.5 Flash Lite |
| LMArena Text: legal and government | 1400 | 1431 | Gemini 3.5 Flash Lite |
| LMArena Text: business and finance | 1400 | 1423 | Gemini 3.5 Flash Lite |
| FACTS Benchmark Suite | Not measured | 53.5% | Only Gemini 3.5 Flash Lite measured |
| Neither model has a result on the other 4 boards here | |||
Web designDirectional onlyPublic boards, shown as published, kept out of the index9 boards, none shared
| Benchmark | Claude Haiku 4.5 | Gemini 3.5 Flash Lite | Leader |
|---|---|---|---|
| Design Arena: websites | 1122 | Not measured | Only Claude Haiku 4.5 measured |
| Design Arena: UI components | 1097 | Not measured | Only Claude Haiku 4.5 measured |
| Design Arena: game dev | 1097 | Not measured | Only Claude Haiku 4.5 measured |
| Design Arena: data viz | 1124 | Not measured | Only Claude Haiku 4.5 measured |
| Design Arena: 3D | 1071 | Not measured | Only Claude Haiku 4.5 measured |
| Design Arena: all code categories | 1114 | Not measured | Only Claude Haiku 4.5 measured |
| Design Arena: SVG | 1025 | Not measured | Only Claude Haiku 4.5 measured |
| Design Arena: ASCII art | 1140 | Not measured | Only Claude Haiku 4.5 measured |
| LiveBench design | 59.9% | Not measured | Only Claude Haiku 4.5 measured |
GeneralLike-for-likePublic boards, shown as published, kept out of the index220
| Benchmark | Claude Haiku 4.5 | Gemini 3.5 Flash Lite | Leader |
|---|---|---|---|
| LiveBench data analysis | 59.3% | Not measured | Only Claude Haiku 4.5 measured |
| Public Benefits Bench (Vals AI) | 54.3% | 51.8% | Claude Haiku 4.5 |
| SAGE (Vals AI) | 31.8% | 47.3% | Gemini 3.5 Flash Lite |
| MedScribe (Vals AI) | 85.2% | 70.9% | Claude Haiku 4.5 |
| Vals Multimodal Index | 42.9% | Not measured | Only Claude Haiku 4.5 measured |
| Long context reasoning (AA-LCR) | Not measured | 76.0% | Only Gemini 3.5 Flash Lite measured |
| DTBench | 73.6% | 83.5% | Gemini 3.5 Flash Lite |
| LMCA | 30.9% | 37.6% | Gemini 3.5 Flash Lite |
| ExploitBench | 13.7% | Not measured | Only Claude Haiku 4.5 measured |
| LMArena Text | 1397 | 1435 | Gemini 3.5 Flash Lite |
| LMArena Text: instruction following | 1414 | 1419 | Gemini 3.5 Flash Lite |
| LMArena Text: creative writing | 1371 | 1421 | Gemini 3.5 Flash Lite |
| LMArena Vision | Not measured | 1269 | Only Gemini 3.5 Flash Lite measured |
| LMArena Text: English | 1414 | 1438 | Gemini 3.5 Flash Lite |
| LMArena Text: non-English | 1377 | 1427 | Gemini 3.5 Flash Lite |
| LMArena Text: Chinese | 1418 | 1468 | Gemini 3.5 Flash Lite |
| LMArena Text: German | 1374 | 1454 | Gemini 3.5 Flash Lite |
| LMArena Text: Japanese | 1338 | 1426 | Gemini 3.5 Flash Lite |
| LMArena Text: Korean | 1346 | 1407 | Gemini 3.5 Flash Lite |
| LMArena Text: French | 1411 | 1451 | Gemini 3.5 Flash Lite |
| LMArena Text: Spanish | 1421 | 1441 | Gemini 3.5 Flash Lite |
| LMArena Text: Russian | 1381 | 1443 | Gemini 3.5 Flash Lite |
| LMArena Text: Polish | 1343 | 1437 | Gemini 3.5 Flash Lite |
| LMArena Text: multi-turn | 1409 | 1445 | Gemini 3.5 Flash Lite |
| LMArena Text: longer queries | 1427 | 1435 | Gemini 3.5 Flash Lite |
| LMArena Text: writing and language | 1386 | 1428 | Gemini 3.5 Flash Lite |
| LMArena Text: entertainment and media | 1369 | 1414 | Gemini 3.5 Flash Lite |
| LMArena Vision: English | Not measured | 1269 | Only Gemini 3.5 Flash Lite measured |
| LMArena Vision: Chinese | Not measured | 1311 | Only Gemini 3.5 Flash Lite measured |
| LMArena Vision: reading text | Not measured | 1280 | Only Gemini 3.5 Flash Lite measured |
| LMArena Vision: humor | Not measured | 1287 | Only Gemini 3.5 Flash Lite measured |
| LMArena Vision: creative writing | Not measured | 1260 | Only Gemini 3.5 Flash Lite measured |
| LMArena Document | 1420 | Not measured | Only Claude Haiku 4.5 measured |
| Neither model has a result on the other 13 boards here | |||
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
| Benchmark | Claude Haiku 4.5 | Gemini 3.5 Flash Lite | 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 3.5 Flash Lite costs less
Repository review
50K input + 3K output tokens
Gemini 3.5 Flash Lite costs less
Agent loop
200K input + 10K output tokens
Gemini 3.5 Flash Lite 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 3.5 Flash Lite |
|---|---|---|
| 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 | $0.30 |
| Output $/Mtok | $5.00 | $2.50 |
| Coding index | 35.6 | 49.0 |
| Independent measurements behind it | 4 | 3 |
| Cost per solved task | $0.56 | $0.41 |
| Source | OpenRouter listing | OpenRouter listing |
Questions
Is Claude Haiku 4.5 better than Gemini 3.5 Flash Lite for coding?
Pick Gemini 3.5 Flash Lite for coding: it scores 49.0 on the Vibe Coding Index against 35.6 for Claude Haiku 4.5, though on 3 benchmarks against 4. Pick Claude Haiku 4.5 for work measured by Code migration (Vals AI) or WeirdML, where it leads.
Which is cheaper, Claude Haiku 4.5 or Gemini 3.5 Flash Lite?
Claude Haiku 4.5 costs $1.00 per million input tokens and $5.00 per million output tokens; Gemini 3.5 Flash Lite costs $0.30 and $2.50. Per solved SWE-bench Verified task, Claude Haiku 4.5 costs $0.56 and Gemini 3.5 Flash Lite $0.41.
Which has the bigger context window, Claude Haiku 4.5 or Gemini 3.5 Flash Lite?
Gemini 3.5 Flash Lite, with 1.05M tokens against 200K.
How many benchmarks is the Claude Haiku 4.5 vs Gemini 3.5 Flash Lite comparison based on?
63 benchmarks have a result for both models as of October 22, 2026. Claude Haiku 4.5's coding index rests on 4 independent benchmarks and Gemini 3.5 Flash Lite's on 3. Where only one model has a result, the page says so instead of naming a winner.