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Home/Claude 4 Haiku vs Gemini 3.1 Pro
Winner: Claude 4 HaikuAnthropic vs Google

Claude 4 Haiku vs Gemini 3.1 Pro

Claude 4 Haiku wins on price ($0.8 vs $2/1M input). Gemini 3.1 Pro wins on coding (80 vs 52) and context window (2M vs 200K). For most workflows, Claude 4 Haiku is the stronger default — best low-cost writing option for fast-moving content teams.

Last verified Sep 2, 2026/Model data modified Sep 2, 2026
Rankings refresh dailyScored on 6 criteriaNo paid rankings
AnthropicBudget
Input cost
$0.80/1M
Context
200k tokens
Speed
Very fast

Clear recommendation block

The safest Claude 4 Haiku vs Gemini 3.1 Pro default, the cheaper option worth trying first, and the specialist pick — before you read the detail below.

Best overall model

Claude 4 Haiku

View
Why this recommendation

Claude 4 Haiku is the strongest answer here for Claude 4 Haiku vs Gemini 3.1 Pro — pick it when quality of output matters more than the $0.80/1M/1M input you pay for it.

AnthropicBudget
Best for
Fast budget writing, support automation, and cost-sensitive Anthropic integrations
Price
$0.80/1M
Context
200k tokens
Best value model

Claude Opus 4.5

View
Why this recommendation

Claude Opus 4.5 is the cheaper way in for Claude 4 Haiku vs Gemini 3.1 Pro, at $5.00/1M/1M input against Claude 4 Haiku's $0.80/1M/1M.

AnthropicBalanced
Best for
Complex multi-step reasoning, long-document analysis, and high-stakes writing tasks where output quality is non-negotiable.
Price
$5.00/1M
Context
200k tokens
Best for speed

Gemini 3.1 Pro

View
Why this recommendation

Gemini 3.1 Pro is the fastest of these for Claude 4 Haiku vs Gemini 3.1 Pro — worth it when latency is what the reader notices, not the last few points of reasoning depth.

GooglePremium
Best for
Research, deep document analysis, and long-context reasoning at competitive pricing
Price
$2.00/1M
Context
2M tokens

Why this page recommends it

Gemini 3.1 Pro leads on coding with a score of 80 vs 52 for Claude 4 Haiku.

Gemini 3.1 Pro has the larger context window: 2M vs 200K for Claude 4 Haiku.

Claude 4 Haiku is cheaper at $0.8/1M input tokens vs $2/1M for Gemini 3.1 Pro.

Decision notes

Go with Claude 4 Haiku if you want one model to handle writing and budget — it targets fast budget writing, support automation, and cost-sensitive Anthropic integrations.

Switch to Gemini 3.1 Pro when your work is mostly research and deep document analysis; on that narrower brief it is the better tool.

Both models serve different primary workflows — Claude 4 Haiku for fast budget writing and support automation, Gemini 3.1 Pro for research and deep document analysis — so running each where it has a clear edge often beats forcing one to do both.

Interactive decision lab

Test the recommendation against your priority

Switch the scoring lens to see whether the Claude 4 Haiku vs Gemini 3.1 Pro answer changes when cost, speed, or long-document depth leads the decision.

#1Gemini 3.1 Pro86 pts
#2Claude 4 Haiku64 pts
Quality first

Gemini 3.1 Pro

Google / Premium / Sep 2, 2026

86

Best for research and deep document analysis — 2M context at the best premium price.

Ranks models by the broadest mix of coding, writing, research, and long-context usefulness.

Cost
$2.00/1M
$12.00/1M out
Speed
Balanced
3/5 score
Context
2M tokens
input window
View model
Data-backed recommendation
Avoid this pick if

Your primary use case is writing quality or agentic coding — Claude wins both.

Recommended comparisons

Where the Claude 4 Haiku vs Gemini 3.1 Pro recommendation shifts once you weigh price or latency differently.

AnthropicBudgetWinner: Claude 4 Haiku

Claude 4 Haiku

Best low-cost writing option for fast-moving content teams.

Best use case
Fast budget writing, support automation, and cost-sensitive Anthropic integrations
Input
$0.80/1M
Pricing
Budget
Speed
Very fast
Context
200k tokens
Fast writingBudgetAnthropic
GooglePremiumOption 2

Gemini 3.1 Pro

Best for research and deep document analysis — 2M context at the best premium price.

Best use case
Research, deep document analysis, and long-context reasoning at competitive pricing
Input
$2.00/1M
Pricing
Premium
Speed
Balanced
Context
2M tokens
Research leader2M contextBest value premium

Side-by-side specs

List prices and published scores — the numbers this page's pick is built from.

ModelInputOutputEst. monthContextSpeedCodingWritingResearch
Claude 4 HaikuAnthropic$0.80/1M$4.00/1M$16200k tokensVery fast528562
Gemini 3.1 ProGoogle$2.00/1M$12.00/1M$442M tokensBalanced808299

Scores out of 100 — how we evaluate models. “Est. month” is 10M in / 2M out at list price: a ceiling, no discounts.

The case for each model

Why each one is on the shortlist for Claude 4 Haiku vs Gemini 3.1 Pro, what it is genuinely good at, and where we would steer you away from it.

Claude 4 Haiku

Winner: Claude 4 HaikuAnthropic

Ranked first here for Claude 4 Haiku vs Gemini 3.1 Pro: 85/100 on writing, with the widest margin of anything in this line-up.

Fast and affordable Anthropic option that keeps writing quality surprisingly high for the price.

Input
$0.80/1M
Output
$4.00/1M
Context
200k tokens
Speed
Very fast

What people actually use it for

  • Generating product descriptions and support email drafts at scale
  • Fast translation and summarization pipelines without premium model costs
  • Running classification and content-extraction tasks across large content batches

Where it wins

  • Fastest Anthropic model with better-than-expected writing quality
  • Good for support, marketing ops, and editing passes at scale
  • Affordable for high-frequency team usage

Where it falls down

  • Less strong on deep reasoning and coding than larger models
  • Gemini 3.1 Flash-Lite is now cheaper with a larger context window

Skip it if

Cost is your only concern — Gemini 3.1 Flash offers similar value with a larger context window.

Our verdict

The best pick when you want Anthropic quality at a budget price point — especially for writing-heavy automations.

Full pricing, benchmark table and release notes on the Claude 4 Haiku page.

Gemini 3.1 Pro

Google

The fastest model in this shortlist for Claude 4 Haiku vs Gemini 3.1 Pro. Pick it when turnaround is what your readers or users notice.

Google's flagship with the largest context window of any frontier model at 2M tokens, Deep Think reasoning, and the best price-to-performance among premium models.

Input
$2.00/1M
Output
$12.00/1M
Context
2M tokens
Speed
Balanced

What people actually use it for

  • Analyzing entire contracts, codebases, or research corpora in a single 2M-token prompt
  • Due diligence synthesis across large sets of financial documents or legal agreements
  • Multi-step reasoning across dense technical specifications with Deep Think mode

Where it wins

  • 2M token context window — the largest of any frontier model
  • Leads ARC-AGI-2 reasoning benchmark at 77.1%
  • Best price-to-performance among premium models at $2/$12 per 1M tokens

Where it falls down

  • Slower than Flash for everyday lightweight tasks
  • Claude Sonnet 4.6 is better for writing quality

Skip it if

Your primary use case is writing quality or agentic coding — Claude wins both.

Our verdict

The best research and long-context model available. Handles entire codebases, legal documents, and large datasets in a single pass — at a lower price than GPT-5.4 or Claude Sonnet 4.6.

Full pricing, benchmark table and release notes on the Gemini 3.1 Pro page.

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Anthropic
Claude 4 HaikuBest low-cost writing option for fast-moving content teams.Read guide
Google
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Quick links

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FAQ

Is Claude 4 Haiku better than Gemini 3.1 Pro?

Claude 4 Haiku wins on more of the categories we score — writing, budget, research — so it is the better default of the two. Gemini 3.1 Pro is the better pick when your work is mostly research and deep document analysis. Neither is universally "better": Claude 4 Haiku is aimed at fast budget writing and support automation, Gemini 3.1 Pro at research and deep document analysis.

Which is cheaper — Claude 4 Haiku or Gemini 3.1 Pro?

Claude 4 Haiku is cheaper at $0.8/1M input and $4/1M output. Gemini 3.1 Pro costs $2/1M input and $12/1M output.

Which has a larger context window — Claude 4 Haiku or Gemini 3.1 Pro?

Gemini 3.1 Pro has the larger context window at 2M tokens vs Claude 4 Haiku's 200K. For large document analysis, Gemini 3.1 Pro is the stronger pick.

Is Claude 4 Haiku or Gemini 3.1 Pro better for coding?

Gemini 3.1 Pro is better for coding with a score of 80 vs Claude 4 Haiku's 52 (out of 100). GPT-6 Astra is the overall coding leader in this directory at 100/100.

Which is faster — Claude 4 Haiku or Gemini 3.1 Pro?

Claude 4 Haiku is faster with a very fast speed rating (score: 5) vs Gemini 3.1 Pro's balanced rating (score: 3). Speed matters most for interactive and high-throughput work; for batch jobs the Gemini 3.1 Pro latency penalty is usually invisible.

What are the downsides of Claude 4 Haiku?

Less strong on deep reasoning and coding than larger models. Gemini 3.1 Flash-Lite is now cheaper with a larger context window. Avoid it if cost is your only concern — Gemini 3.1 Flash offers similar value with a larger context window. That is the main case for looking at Gemini 3.1 Pro instead.

What are the downsides of Gemini 3.1 Pro?

Slower than Flash for everyday lightweight tasks. Claude Sonnet 4.6 is better for writing quality. Avoid it if your primary use case is writing quality or agentic coding — Claude wins both. Against Claude 4 Haiku specifically, the gap shows up most on coding (52 vs 80).

What does a month of real work cost on Claude 4 Haiku vs Gemini 3.1 Pro?

Take a moderate workload of 10M input and 2M output tokens a month. Claude 4 Haiku runs $16.00 (at $0.8/1M in and $4/1M out); Gemini 3.1 Pro runs $44.00 (at $2/1M in and $12/1M out). That is a $28.00/month difference — Claude 4 Haiku is the cheaper of the two at this volume, and the gap scales linearly as you send more. Output tokens dominate the bill on both, so prompt length matters far less than response length.

Can I use Claude 4 Haiku and Gemini 3.1 Pro together?

Yes, and for most teams that beats picking one. A common split is Claude 4 Haiku for fast budget writing and support automation, with Gemini 3.1 Pro handling research and deep document analysis. Since Claude 4 Haiku is both the stronger and the cheaper option here, a split mainly makes sense if Gemini 3.1 Pro covers a capability you specifically need.