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Home/Claude Haiku 5.5 vs Gemini 3.8 Flash
Winner: Claude Haiku 5.5Anthropic vs Google

Claude Haiku 5.5 vs Gemini 3.8 Flash

Claude Haiku 5.5 wins on price ($0.1 vs $0.75/1M input). Gemini 3.8 Flash wins on coding (92 vs 86). For most workflows, Claude Haiku 5.5 is the stronger default — anthropic's budget model, now with adjustable reasoning, at $0.10/$0.50.

Last verified Oct 10, 2026/Model data modified Oct 10, 2026
Rankings refresh dailyScored on 6 criteriaNo paid rankings
AnthropicBudget
Input cost
$0.10/1M
Context
1M tokens
Speed
Very fast

Clear recommendation block

The safest Claude Haiku 5.5 vs Gemini 3.8 Flash default, the cheaper option worth trying first, and the specialist pick — before you read the detail below.

Best overall model

Claude Haiku 5.5

View
Why this recommendation

Claude Haiku 5.5 is the strongest answer here for Claude Haiku 5.5 vs Gemini 3.8 Flash — pick it when quality of output matters more than the $0.10/1M/1M input you pay for it.

AnthropicBudget
Best for
High-volume tool use, sub-agents and everyday tasks on a tight budget
Price
$0.10/1M
Context
1M tokens
Best value model

Claude Sonnet 5.5

View
Why this recommendation

Claude Sonnet 5.5 is the cheaper way in for Claude Haiku 5.5 vs Gemini 3.8 Flash, at $2.00/1M/1M input against Claude Haiku 5.5's $0.10/1M/1M.

AnthropicBalanced
Best for
Everyday feature work, bug fixing and polished documents at mid-tier pricing
Price
$2.00/1M
Context
1M tokens
Best for speed

Gemini 3.8 Flash

View
Why this recommendation

Gemini 3.8 Flash is the fastest of these for Claude Haiku 5.5 vs Gemini 3.8 Flash — worth it when latency is what the reader notices, not the last few points of reasoning depth.

GoogleBalanced
Best for
Fast, low-cost agentic coding and multimodal work, including video input
Price
$0.75/1M
Context
1M tokens

Why this page recommends it

Gemini 3.8 Flash leads on coding with a score of 92 vs 86 for Claude Haiku 5.5.

Claude Haiku 5.5 is cheaper at $0.1/1M input tokens vs $0.75/1M for Gemini 3.8 Flash.

Claude Haiku 5.5 is the stronger default for coding tasks.

Decision notes

Choose Claude Haiku 5.5 for high-volume tool use, sub-agents and everyday tasks on a tight budget. Its coding and writing scores are what carry the recommendation here.

Switch to Gemini 3.8 Flash when your work is mostly fast and low-cost agentic coding and multimodal work; on that narrower brief it is the better tool.

Both models serve different primary workflows — Claude Haiku 5.5 for high-volume tool use and sub-agents and everyday tasks on a tight budget, Gemini 3.8 Flash for fast and low-cost agentic coding and multimodal work — 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 Haiku 5.5 vs Gemini 3.8 Flash answer changes when cost, speed, or long-document depth leads the decision.

#1Gemini 3.8 Flash89 pts
#2Claude Haiku 5.583 pts
Quality first

Gemini 3.8 Flash

Google / Balanced / Oct 10, 2026

89

Google's fast agentic workhorse — strong coding at Flash pricing.

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

Cost
$0.75/1M
$3.75/1M out
Speed
Very fast
5/5 score
Context
1M tokens
input window
View model
Data-backed recommendation
Avoid this pick if

You need long single responses (65K output cap) or your workload is output-heavy enough that its verbosity erases the per-token saving.

Recommended comparisons

Where the Claude Haiku 5.5 vs Gemini 3.8 Flash recommendation shifts once you weigh price or latency differently.

AnthropicBudgetWinner: Claude Haiku 5.5

Claude Haiku 5.5

Anthropic's budget model, now with adjustable reasoning, at $0.10/$0.50.

Best use case
High-volume tool use, sub-agents and everyday tasks on a tight budget
Input
$0.10/1M
Pricing
Budget
Speed
Very fast
Context
1M tokens
BudgetFastHigh volume
GoogleBalancedOption 2

Gemini 3.8 Flash

Google's fast agentic workhorse — strong coding at Flash pricing.

Best use case
Fast, low-cost agentic coding and multimodal work, including video input
Input
$0.75/1M
Pricing
Balanced
Speed
Very fast
Context
1M tokens
FastAgenticMultimodal

Side-by-side specs

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

ModelInputOutputEst. monthContextSpeedCodingWritingResearch
Claude Haiku 5.5Anthropic$0.10/1M$0.50/1M$2.001M tokensVery fast868482
Gemini 3.8 FlashGoogle$0.75/1M$3.75/1M$151M tokensVery fast928689

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 Haiku 5.5 vs Gemini 3.8 Flash, what it is genuinely good at, and where we would steer you away from it.

Claude Haiku 5.5

Winner: Claude Haiku 5.5Anthropic

The default answer for Claude Haiku 5.5 vs Gemini 3.8 Flash — 86/100 on the coding axis, and the model we would start with unless the price below rules it out.

Anthropic's October 7, 2026 low-cost model and the first Haiku with adjustable reasoning effort — thinking can be switched off for simple requests or raised to max, at $0.10/$0.50 per 1M under 100K input tokens.

Input
$0.10/1M
Output
$0.50/1M
Context
1M tokens
Speed
Very fast

What people actually use it for

  • Sub-agents in a larger agent system, where dozens of cheap calls replace one expensive one
  • Classification, extraction and routing at volume with thinking turned off
  • Light coding help — Anthropic reports 39.2% on Terminal-Bench 4.0 at max effort

Where it wins

  • $0.10/$0.50 per 1M below 100K input tokens — a twentieth of Sonnet 5.5
  • Effort is adjustable from none to max, so one model covers both cheap lookups and harder steps
  • Anthropic reports OSWorld 2.1 (offline subset) rising from 15.7% on Haiku 4.5 to 72.4%

Where it falls down

  • Long prompts cost five times more: above 100K input tokens the rate becomes $0.50/$2.50
  • Effort matters a great deal: Terminal-Bench 4.0 is 12.8% at low effort against 39.2% at max

Skip it if

Your prompts routinely exceed 100K tokens, where the price quintuples, or the task needs sustained reasoning that Sonnet 5.5 handles far better.

Our verdict

The cheapest way to put an Anthropic model in a high-volume pipeline. Keep requests under 100K tokens to stay on the low rate, and set effort per task — at low effort it is a fast classifier, at max it handles real tool-use work.

Full pricing, benchmark table and release notes on the Claude Haiku 5.5 page.

Gemini 3.8 Flash

Google

The fastest model in this shortlist for Claude Haiku 5.5 vs Gemini 3.8 Flash. Pick it when turnaround is what your readers or users notice.

Google's September 2, 2026 Flash model, positioned as the agentic workhorse of the Gemini 3 family — stronger coding and terminal work than 3.7 Flash at the same $0.75/$3.75 price.

Input
$0.75/1M
Output
$3.75/1M
Context
1M tokens
Speed
Very fast

What people actually use it for

  • Terminal and coding agents — Google reports 90.8% on Terminal-Bench 2.1, up from 81.6% for 3.7 Flash
  • Video, image and PDF understanding in one 1M-context call
  • Finance and legal agent workflows, where Google reports gains on Vals Finance Agent V2 and Harvey's legal benchmark

Where it wins

  • Same $0.75/$3.75 price as 3.7 Flash with Google-reported gains on coding and agent benchmarks
  • Artificial Analysis measured about 302 output tokens per second, among the fastest models it tracks
  • Accepts text, images, PDF and video natively

Where it falls down

  • Verbose: Artificial Analysis needed 120M output tokens to run its index against a 71M median, so cost per task runs above the sticker price
  • 65K max output — half of what Claude and OpenAI's current models allow

Skip it if

You need long single responses (65K output cap) or your workload is output-heavy enough that its verbosity erases the per-token saving.

Our verdict

The fastest capable model in its price range. Gemini 3.8 Flash is the pick for multimodal and terminal-heavy agent work on a budget; just measure cost per task, not per token, because it writes a lot.

Full pricing, benchmark table and release notes on the Gemini 3.8 Flash page.

Explore related decisions

Comparison
Claude Haiku 5.5 vs GPT-6 LunaClaude Haiku 5.5 vs GPT-6 Luna — see exactly which wins on SWE-bench coding…Read guide
Comparison
Gemini 3.8 Flash vs Gemini 3.7 FlashGemini 3.8 Flash vs Gemini 3.7 Flash — see exactly which wins on SWE-bench…Read guide
Anthropic
Claude Haiku 5.5Anthropic's budget model, now with adjustable reasoning, at $0.10/$0.50.Read guide
Google
Gemini 3.8 FlashGoogle's fast agentic workhorse — strong coding at Flash pricing.Read guide
Alternatives
Best Claude Haiku 5.5 AlternativesLooking for a Claude Haiku 5.5 alternative? Compare 4 rivals on real capability scores…Read guide
Alternatives
Best Gemini 3.8 Flash AlternativesLooking for a Gemini 3.8 Flash alternative? Compare 5 rivals on real capability scores…Read guide
Guide
Best AI for CodingClaude Opus 5.5 leads coding AI in October 2026 with 89.9% on SWE-bench Pro.…Read guide
Guide
Best AI for WritingClaude Sonnet 5.5 is the best AI for writing in October 2026. Compare it…Read guide

Quick links

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FAQ

Is Claude Haiku 5.5 better than Gemini 3.8 Flash?

Claude Haiku 5.5 wins on more of the categories we score — coding, writing, budget — so it is the better default of the two. Gemini 3.8 Flash is the better pick when your work is mostly fast and low-cost agentic coding and multimodal work. Neither is universally "better": Claude Haiku 5.5 is aimed at high-volume tool use and sub-agents and everyday tasks on a tight budget, Gemini 3.8 Flash at fast and low-cost agentic coding and multimodal work.

Which is cheaper — Claude Haiku 5.5 or Gemini 3.8 Flash?

Claude Haiku 5.5 is cheaper at $0.1/1M input and $0.5/1M output. Gemini 3.8 Flash costs $0.75/1M input and $3.75/1M output.

Which has a larger context window — Claude Haiku 5.5 or Gemini 3.8 Flash?

Both Claude Haiku 5.5 and Gemini 3.8 Flash have the same 1M context window.

Is Claude Haiku 5.5 or Gemini 3.8 Flash better for coding?

Gemini 3.8 Flash is better for coding with a score of 92 vs Claude Haiku 5.5's 86 (out of 100). Claude Opus 5.5 is the overall coding leader in this directory at 100/100.

Which is faster — Claude Haiku 5.5 or Gemini 3.8 Flash?

Both Claude Haiku 5.5 and Gemini 3.8 Flash have similar speed profiles — rated very fast. Neither will be the bottleneck if latency is your deciding factor.

What are the downsides of Claude Haiku 5.5?

Long prompts cost five times more: above 100K input tokens the rate becomes $0.50/$2.50. Effort matters a great deal: Terminal-Bench 4.0 is 12.8% at low effort against 39.2% at max. Avoid it if your prompts routinely exceed 100K tokens, where the price quintuples, or the task needs sustained reasoning that Sonnet 5.5 handles far better. That is the main case for looking at Gemini 3.8 Flash instead.

What are the downsides of Gemini 3.8 Flash?

Verbose: Artificial Analysis needed 120M output tokens to run its index against a 71M median, so cost per task runs above the sticker price. 65K max output — half of what Claude and OpenAI's current models allow. Avoid it if you need long single responses (65K output cap) or your workload is output-heavy enough that its verbosity erases the per-token saving. Against Claude Haiku 5.5 specifically, the gap shows up most on coding (86 vs 92).

What does a month of real work cost on Claude Haiku 5.5 vs Gemini 3.8 Flash?

Take a moderate workload of 10M input and 2M output tokens a month. Claude Haiku 5.5 runs $2.00 (at $0.1/1M in and $0.5/1M out); Gemini 3.8 Flash runs $15.00 (at $0.75/1M in and $3.75/1M out). That is a $13.00/month difference — Claude Haiku 5.5 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 Haiku 5.5 and Gemini 3.8 Flash together?

Yes, and for most teams that beats picking one. A common split is Claude Haiku 5.5 for high-volume tool use and sub-agents and everyday tasks on a tight budget, with Gemini 3.8 Flash handling fast and low-cost agentic coding and multimodal work. Since Claude Haiku 5.5 is both the stronger and the cheaper option here, a split mainly makes sense if Gemini 3.8 Flash covers a capability you specifically need.