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Gemini 3.8 Flash vs MAI-Code-1.1-Flash

Gemini 3.8 Flash leads the LLM Stats Score 51.0 to 28.3. MAI-Code-1.1-Flash is 3.3x cheaper per token.

Google · Microsoft · Updated for 2026

Which is better?

Gemini 3.8 Flash leads the overall LLM Stats Score 51.0 to 28.3, ranking #15 overall.

In the 1 individual benchmarks reported for both models, Gemini 3.8 Flash wins 1; this is a narrower head-to-head signal than the composite indexes.

On price, MAI-Code-1.1-Flash is roughly 3.3x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Gemini 3.8 Flash also accepts a larger context window (1,048,576 input tokens), making it the stronger choice for long documents and large codebases.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Gemini 3.8 Flash

  • overall performance matters — it scores 51.0 and ranks #15 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results
  • you process long inputs — it offers a 1,048,576 token context window
  • you want the most recent training data — it shipped Sep 2026

Choose MAI-Code-1.1-Flash

  • cost matters — it's about 3.3x cheaper per token

At a glance

The differences that matter most.

Core performance indexes
51.0
#15
28.3
#126
46.9
#24
28.0
#122
39.3
#14
19.1
#102
35.8
#16
10.4
#107
Cost, coverage & limits
Benchmark wins
1 of 1
0 of 1
Input price
$0.75 / M
$0.20 / M
Output price
$3.75 / M
$1.20 / M
Context window
1,048,576
256,000

Individual benchmarks

13 reported for Gemini 3.8 Flash · 2 for MAI-Code-1.1-Flash

1 shared

Gemini 3.8 Flash outperforms in 1 benchmarks (Terminal-Bench 2.1), while MAI-Code-1.1-Flash is better at 0 benchmarks.

Gemini 3.8 Flash significantly outperforms across most benchmarks.

Fri Sep 04 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

MAI-Code-1.1-Flash costs less

For input processing, Gemini 3.8 Flash ($0.75/1M tokens) is 3.8x more expensive than MAI-Code-1.1-Flash ($0.20/1M tokens).

For output processing, Gemini 3.8 Flash ($3.75/1M tokens) is 3.1x more expensive than MAI-Code-1.1-Flash ($1.20/1M tokens).

In conclusion, Gemini 3.8 Flash is more expensive than MAI-Code-1.1-Flash.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Fri Sep 04 2026 • llm-stats.com
Google
Gemini 3.8 Flash
Input tokens$0.75
Output tokens$3.75
Best providerGoogle
Microsoft
MAI-Code-1.1-Flash
Input tokens$0.20
Output tokens$1.20
Best providerUnknown Organization
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

Gemini 3.8 Flash accepts 1,048,576 input tokens compared to MAI-Code-1.1-Flash's 256,000 tokens. Only Gemini 3.8 Flash specifies output context (65,536 tokens).

Google
Gemini 3.8 Flash
Input1,048,576 tokens
Output65,536 tokens
Microsoft
MAI-Code-1.1-Flash
Input256,000 tokens
Output- tokens
Fri Sep 04 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Gemini 3.8 Flash and MAI-Code-1.1-Flash support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

Gemini 3.8 Flash

Text
Images
Audio
Video

MAI-Code-1.1-Flash

Text
Images
Audio
Video

License

Usage and distribution terms

Both models are licensed under proprietary licenses.

Both models have usage restrictions defined by their respective organizations.

Gemini 3.8 Flash

Proprietary

Closed source

MAI-Code-1.1-Flash

Proprietary

Closed source

Release Timeline

When each model was launched

Gemini 3.8 Flash was released on 2026-09-02, while MAI-Code-1.1-Flash was released on 2026-08-11.

Gemini 3.8 Flash is 1 month newer than MAI-Code-1.1-Flash.

Gemini 3.8 Flash

Sep 2, 2026

2 days ago

3w newer
MAI-Code-1.1-Flash

Aug 11, 2026

3 weeks ago

Knowledge Cutoff

When training data ends

Gemini 3.8 Flash has a documented knowledge cutoff of 2026-03-31, while MAI-Code-1.1-Flash's cutoff date is not specified.

We can confirm Gemini 3.8 Flash's training data extends to 2026-03-31, but cannot make a direct comparison without MAI-Code-1.1-Flash's cutoff date.

Gemini 3.8 Flash

Mar 2026

MAI-Code-1.1-Flash

Provider Availability

Gemini 3.8 Flash is available from Google. MAI-Code-1.1-Flash is available from GitHub Copilot.

Gemini 3.8 Flash

google logo
Google
Input Price:Input: $0.75/1MOutput Price:Output: $3.75/1M

MAI-Code-1.1-Flash

github-copilot logo
Unknown Organization
Input Price:Input: $0.20/1MOutput Price:Output: $1.20/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Judge for yourself.

Run your own prompts against Gemini 3.8 Flash and MAI-Code-1.1-Flash side-by-side, then vote on the output you prefer.

Gemini 3.8 Flash
✓ Preferred
MAI-Code-1.1-Flash
Open in Playground

FAQ

Common questions about Gemini 3.8 Flash vs MAI-Code-1.1-Flash.

Which is better, Gemini 3.8 Flash or MAI-Code-1.1-Flash?

Gemini 3.8 Flash leads the LLM Stats Score 51.0 to 28.3. Gemini 3.8 Flash is made by Google and MAI-Code-1.1-Flash is made by Microsoft. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Gemini 3.8 Flash compare to MAI-Code-1.1-Flash in benchmarks?

Gemini 3.8 Flash scores Terminal-Bench 2.1: 89.4%, LVBench: 87.1%, CharXiv-R: 86.2%, LABBench2: 86.2%, DeepSWE 1.1: 73.7%. MAI-Code-1.1-Flash scores SWE-Bench Verified: 72.6%, Terminal-Bench 2.1: 62.9%.

Is Gemini 3.8 Flash cheaper than MAI-Code-1.1-Flash?

MAI-Code-1.1-Flash is 3.8x cheaper for input tokens. Gemini 3.8 Flash costs $0.75/M input and $3.75/M output via google. MAI-Code-1.1-Flash costs $0.20/M input and $1.20/M output via github-copilot.

What are the context window sizes for Gemini 3.8 Flash and MAI-Code-1.1-Flash?

Gemini 3.8 Flash supports 1.0M tokens and MAI-Code-1.1-Flash supports 256K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Gemini 3.8 Flash and MAI-Code-1.1-Flash?

Key differences include LLM Stats Score (51.0 vs 28.3), context window (1.0M vs 256K), input pricing ($0.75 vs $0.20/M). See the full comparison above for benchmark-by-benchmark results.

Who makes Gemini 3.8 Flash and MAI-Code-1.1-Flash?

Gemini 3.8 Flash is developed by Google and MAI-Code-1.1-Flash is developed by Microsoft.