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Gemini 3.8 Flash

Google's Gemini 3.8 Flash for coding, reasoning and agents.

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Agents & ChatFreeWe checked the prices on ai.google.dev on 28 Sep 2026.

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Recaply review

Gemini 3.8 Flash review: Opus 5 coding scores at a Flash price

Gemini 3.8 Flash is Google's most capable Flash model, built for developers running long coding jobs, autonomous agents and enterprise workflows at Flash prices, with a free API tier.

$1.50
Per million input tokens on the Gemini API; $7.50 per million out
1M
Token context window, with up to 64K tokens of output
73.7%
On DeepSWE v1.1 long-horizon coding in Google's tests; Claude Opus 5 scored 74.0%
$0
To start on the Gemini API free tier, within its rate limits

What is Gemini 3.8 Flash?

Gemini 3.8 Flash builds on Gemini 3.7 Flash and is generally available on the Gemini API, in Google AI Studio and Antigravity, and for Google AI Pro and Ultra subscribers in the Gemini app. It reads text, images, video, audio and PDFs across a 1M-token window, writes up to 64K tokens, and its knowledge runs to March 2026 in some areas and January 2025 in others.

Its gains come from working harder: it takes extra reasoning steps and calls tools again before it answers, which lifts coding and agent scores but uses more tokens. Google keeps 3.7 Flash fully supported for jobs where token cost comes first.

What changed from Gemini 3.7 Flash?

Better coding and agent scores at the same list price, in exchange for more tokens per task.

Coding
73.7% on DeepSWE v1.1, up from 65.3%, and 89.4% on Terminal-Bench 2.1, up from 85.8%.
Knowledge work
1545 Elo on GDPval-AA v2 and 61.4% on Vals Finance Agent v2, up from 1482 and 59.0%.
Token use
It takes extra reasoning steps and calls tools more often, so it can use more tokens per task, especially at higher thinking levels.
Price
Unchanged: both list at $1.50 / $7.50 per million tokens, and 3.7 Flash stays fully supported.

Who is Gemini 3.8 Flash best for?

Gemini 3.8 Flash is best for long coding jobs, agents that run many steps on a budget, finance and legal analysis, and work on long documents, images and video.

  • Long coding jobs

    Google tuned it for long-horizon software work, and it scored 73.7% on DeepSWE v1.1, within half a point of Claude Opus 5 in Google's table.

  • Agents on a budget

    It is the default model behind Google's Antigravity agent, with thinking levels that trade tokens for quality, at $1.50 / $7.50 per million tokens.

  • Finance and legal analysis

    It leads Google's table on Vals Finance Agent v2 at 61.4% and Harvey's Legal Agent Benchmark at 10.0%.

  • Documents, images and video

    A 1M-token window takes text, images, video, audio and PDFs, and it scored 86.2% on CharXiv Reasoning and 87.8% on LVBench.

What's included with Gemini 3.8 Flash?

Three thinking levels, computer use in preview, Google Search and Maps grounding, built-in tools, the default Antigravity agent, and cheaper Batch and Flex tiers.

Three thinking levels
Low, medium (the default) and high trade speed and tokens against depth; asking for minimal returns an error.
Computer use
It can drive a computer interface through the Gemini API's computer use tool, which is in preview.
Google Search and Maps grounding
Paid use includes 5,000 grounded requests a month, shared across Gemini 3 models, then $14 per 1,000.
Built-in tools
Code execution, file search, URL context, function calling and structured outputs work out of the box.
Default Antigravity agent
Google's managed Antigravity agent and the Antigravity SDK now run on 3.8 Flash unless you pick another model.
Batch, Flex and Priority tiers
Half-price Batch and Flex for work that can wait, and a Priority tier for business-critical, low-latency traffic.

How much does Gemini 3.8 Flash cost?

Gemini 3.8 Flash is free within rate limits on the Gemini API's free tier; paid use costs $1.50 per million input tokens and $7.50 per million output tokens, or half that on Batch and Flex.

Free tier$0Within the free rate limits
  • Free input, output and context caching on the Gemini API
  • Prompts and responses used to improve Google's products
  • No Google Search or Maps grounding
Batch or Flex$0.75 / $3.75Per million input / output tokens
  • Batch runs in the background, with a 24-hour target turnaround
  • Flex answers in the same call, with variable latency
  • Context caching $0.075 per million tokens
Standard$1.50 / $7.50Per million input / output tokens
  • Output price includes thinking tokens
  • Context caching $0.15 per million tokens, plus $1.00 per million tokens an hour for storage
  • 5,000 Google Search grounding requests a month free, then $14 per 1,000
Google AI Pro$19.99Per month
  • 3.8 Flash in the Gemini app, AI Mode in Search and Gemini in Sheets
  • 4x the Free plan's usage limits
  • Limits refresh every 5 hours, up to a weekly cap

API prices are for the Gemini Developer API in US dollars. Priority costs $2.70 / $13.50 per million tokens. Paid API use needs a linked billing account and at least $5 of prepaid credit, which expires after 12 months; paid-tier prompts are not used to improve Google's products. The free Search grounding allowance is shared across all Gemini 3 models, and enterprise deals with provisioned throughput and volume discounts go through Google's sales team. The free Gemini app plan uses 3.6 Flash; Google AI Ultra, from $99.99 a month, also includes 3.8 Flash, at US prices. Full pricing on ai.google.dev. We checked these prices on .

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Gemini 3.8 Flash pros and cons

It is fast and matches Claude Opus 5 on Google's long-horizon coding test for far less, but it spends more tokens than 3.7 Flash and trails Opus badly on general agent tasks.

Pros

  • Fast: testers got working web pages back in about 13 seconds, and several call it the quickest model they use.
  • Scores 73.7% on DeepSWE v1.1 in Google's table, within half a point of Claude Opus 5's 74.0%, at under a third of Opus 5's token price.
  • Leads Google's finance and legal agent tests, with 61.4% on Vals Finance Agent v2 and 10.0% on Harvey's Legal Agent Benchmark.
  • Users say it shines at the high thinking level for document and code-base analysis, OCR and visual data.

Cons

  • Uses more tokens by design: Google says it works harder, and users measured close to twice the tokens of 3.7 Flash, so cost per task can rise even at the same price.
  • Far behind Claude Opus 5 on general agent and computer-use tests in Google's own table: 19.1% against 51.8% on Terminal-Bench 4.0, and 59.0% against 75.4% on OSWorld-2.0.
  • Some testers hit broken code, made-up limits and weak code reviews, and Reddit users note that open-weight models such as DeepSeek and GLM cost far less for heavy agent use.
  • The free Gemini app plan still runs 3.6 Flash; using 3.8 Flash in the app needs Google AI Pro or Ultra.

What are the best Gemini 3.8 Flash alternatives?

Five tools on Recaply do Gemini 3.8 Flash's job. DeepSeek V4.1 Flash, MiMo-V2.6-Flash and Step-3.5-Flash are open source, so you can run them on your own server.

Questions about Gemini 3.8 Flash

What is Gemini 3.8 Flash Cyber?

It is a separate version of 3.8 Flash with looser cybersecurity safeguards, tuned for finding and patching vulnerabilities. Google offers it only to vetted defenders, such as government bodies, critical infrastructure operators and software maintainers, through its Fairwind Program.

Who is Gemini 3.8 Flash for?

Gemini 3.8 Flash is best for long coding jobs, agents that run many steps on a budget, finance and legal analysis, and work on long documents, images and video.

Is Gemini 3.8 Flash free?

Yes, on the Gemini API's free tier, within rate limits, though Google may use those prompts to improve its products. Paid use costs $1.50 per million input tokens and $7.50 per million output tokens. In the Gemini app it comes with Google AI Pro and Ultra, not the free plan.

How much does Gemini 3.8 Flash cost?

Gemini 3.8 Flash's paid plans are Batch or Flex at $0.75 / $3.75 per million input / output tokens, Standard at $1.50 / $7.50 per million input / output tokens and Google AI Pro at $19.99 per month.

Is there an open source alternative to Gemini 3.8 Flash?

Yes. DeepSeek V4.1 Flash, MiMo-V2.6-Flash and Step-3.5-Flash are open source tools that do the same job, so you can run your own.

What are the best Gemini 3.8 Flash alternatives?

The closest alternatives on Recaply are Gemini 3.7 Flash, Claude Opus 5.5, DeepSeek V4.1 Flash, MiMo-V2.6-Flash and Step-3.5-Flash.

Where can I try Gemini 3.8 Flash?

On its official website, blog.google.

Does Google use my Gemini 3.8 Flash prompts to improve its products?

On the free tier, yes: Google's pricing page says free-tier content is used to improve its products. On the paid tier it is not, so apps that handle private or customer data belong on a billing account.

What is the knowledge cutoff of Gemini 3.8 Flash?

Google puts it at March 2026, but only for some domains; in others its knowledge still stops at January 2025, like the rest of the Gemini 3 family. Turn on Google Search grounding when recent facts matter.

Our verdict

Gemini 3.8 Flash is the Google model most developers should start with for coding and agent work.

In Google's tests it matches Claude Opus 5 on long-horizon coding for under a third of the token price, it is generally available with a free tier, and users say it is very fast.

Skip it for
General-purpose agents and computer use, where Google's own table puts it far behind Claude Opus 5, and high-volume jobs where cheaper open-weight models are good enough.
Check first
Measure tokens per task at the medium and low thinking levels, since it spends more than 3.7 Flash.