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Anthropic Claude Haiku 4.5 VS Google Gemini 3.1 Flash Lite

Claude Haiku 4.5 vs Gemini 3.1 Flash Lite: which wins at real work?

22 task areas · same graded test runs · rank comparison only, so 0–100 and Elo collections never mix raw scores.

Gemini 3.1 Flash Lite wins 17 of 22 task areas we tested; Claude Haiku 4.5 takes 5. Gemini 3.1 Flash Lite costs 3.4× less per token ($1.75 vs $6 per 1M).

5
Task areas won
17
37
Avg percentile
53
0
Top-3 finishes
0
$6.0
Price / 1M tokens
$1.75
Anthropic
Provider
Google

Gemini 3.1 Flash Lite costs 3.4× less per token ($1.75 vs $6 per 1M).

Task by task

Task area Claude Haiku 4.5 Gemini 3.1 Flash Lite Winner
Structured Output #109 / 113
Usable
#36 / 113
Excellent
Gemini 3.1 Flash Lite
Content & Brand #89 / 124
Usable
#43 / 124
Strong
Gemini 3.1 Flash Lite
Customer Support #99 / 113
Usable
#54 / 113
Strong
Gemini 3.1 Flash Lite
Chef / Home Cooking #113 / 126
Needs editing
#70 / 126
Usable
Gemini 3.1 Flash Lite
RAG, Safety & Grounding #97 / 113
Strong
#58 / 113
Excellent
Gemini 3.1 Flash Lite
Knowledge & Docs #71 / 110
Usable
#33 / 110
Strong
Gemini 3.1 Flash Lite
Legal & HR #48 / 110
Excellent
#86 / 110
Strong
Claude Haiku 4.5
AI Strategy #91 / 126
Strong
#54 / 126
Strong
Gemini 3.1 Flash Lite
Coding #94 / 115
Usable
#58 / 115
Strong
Gemini 3.1 Flash Lite
Executive Assistant #73 / 112
Strong
#101 / 112
Usable
Claude Haiku 4.5
Investor & Pitch #63 / 66
Needs editing
#44 / 66
Usable
Gemini 3.1 Flash Lite
Landing Pages #61 / 72
Usable
#43 / 72
Strong
Gemini 3.1 Flash Lite
Summarization & Meeting Notes #27 / 110
Excellent
#13 / 110
Excellent
Gemini 3.1 Flash Lite
Sales #80 / 110
Usable
#67 / 110
Usable
Gemini 3.1 Flash Lite
Translation & Localization #27 / 110
Excellent
#39 / 110
Excellent
Claude Haiku 4.5
Data & Analytics #53 / 110
Excellent
#44 / 110
Excellent
Gemini 3.1 Flash Lite
Product & Project Management #38 / 110
Strong
#29 / 110
Excellent
Gemini 3.1 Flash Lite
Presentations & Decks #88 / 110
Strong
#80 / 110
Strong
Gemini 3.1 Flash Lite
Frontend & Landing Pages #7 / 109
Usable
#10 / 109
Usable
Claude Haiku 4.5
Research & Competitive Analysis #59 / 110
Usable
#56 / 110
Usable
Gemini 3.1 Flash Lite
Training & Education #36 / 110
Excellent
#33 / 110
Excellent
Gemini 3.1 Flash Lite
Creative & Comedy #84 / 110 #85 / 110 Claude Haiku 4.5

Rank = position among every model config we tested in that task area (lower is better). Sorted by biggest gap first.

Frequently asked

Is Claude Haiku 4.5 better than Gemini 3.1 Flash Lite?

Across 22 task areas we benchmarked, Gemini 3.1 Flash Lite ranks higher in 17 and Claude Haiku 4.5 in 5.

Which is cheaper, Claude Haiku 4.5 or Gemini 3.1 Flash Lite?

Gemini 3.1 Flash Lite costs 3.4× less per token ($1.75 vs $6 per 1M).

What is Claude Haiku 4.5 better at?

Claude Haiku 4.5 out-ranks Gemini 3.1 Flash Lite at Legal & HR, Executive Assistant, Translation & Localization.

What is Gemini 3.1 Flash Lite better at?

Gemini 3.1 Flash Lite out-ranks Claude Haiku 4.5 at Structured Output, Content & Brand, Customer Support.

Full Claude Haiku 4.5 review → Full Gemini 3.1 Flash Lite review → Full model leaderboard → Anthropic vs Google — every model, lab against lab →

More comparisons

This page is Spring Prompt, running in public

We just did this for every model. Do it for your prompt.

The rankings above come from running real tasks through real models and scoring every output. Spring Prompt is that same engine — pointed at your prompt, your test cases, and your definition of good.

  • Generate test cases from your prompt — no eval set required to start.
  • Compare models side by side with quality, cost and latency in one matrix.
  • Optimise the winner until the scores say it's ready to ship.
Experiment · Cold outreach email

Prompt × model results

12 test cases · 3 evals
Claude Opus
GPT-5
Gemini
v1
7.1
6.8
7.4
v2
8.3
7.9
8.0
v3
9.2
8.6
8.4
Best combo: v3 × Claude Opus
9.2 quality · $0.004/run · 1.8s