Gemini 3.8 Flash vs Step 3.7 Flash
Gemini 3.8 Flash leads the LLM Stats Score 50.5 to 30.2. Step 3.7 Flash is 3.4x cheaper per token.
Google · StepFun · Updated for 2026
Which is better?
Gemini 3.8 Flash leads the overall LLM Stats Score 50.5 to 30.2, ranking #17 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, Step 3.7 Flash is roughly 3.4x 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 50.5 and ranks #17 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 Step 3.7 Flash
- cost matters — it's about 3.4x cheaper per token
- you need open weights you can self-host or fine-tune
At a glance
The differences that matter most.
Individual benchmarks
13 reported for Gemini 3.8 Flash · 4 for Step 3.7 Flash
Gemini 3.8 Flash outperforms in 1 benchmarks (Terminal-Bench 2.1), while Step 3.7 Flash is better at 0 benchmarks.
Gemini 3.8 Flash significantly outperforms across most benchmarks.
Human preference
Blind head-to-head votes and playground preference scores
Pricing Analysis
Price comparison per million tokens
For input processing, Gemini 3.8 Flash ($0.75/1M tokens) is 3.8x more expensive than Step 3.7 Flash ($0.20/1M tokens).
For output processing, Gemini 3.8 Flash ($3.75/1M tokens) is 3.3x more expensive than Step 3.7 Flash ($1.15/1M tokens).
In conclusion, Gemini 3.8 Flash is more expensive than Step 3.7 Flash.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
Gemini 3.8 Flash accepts 1,048,576 input tokens compared to Step 3.7 Flash's 262,144 tokens. Step 3.7 Flash can generate longer responses up to 262,144 tokens, while Gemini 3.8 Flash is limited to 65,536 tokens.
Input capabilities
Documented input modalities across available providers
Both Gemini 3.8 Flash and Step 3.7 Flash support multimodal inputs.
They are both capable of processing various types of data, offering versatility in application.
Gemini 3.8 Flash
Step 3.7 Flash
License
Usage and distribution terms
Gemini 3.8 Flash is licensed under a proprietary license, while Step 3.7 Flash uses Apache 2.0.
License differences may affect how you can use these models in commercial or open-source projects.
Proprietary
Closed source
Apache 2.0
Open weights
Release Timeline
When each model was launched
Gemini 3.8 Flash was released on 2026-09-02, while Step 3.7 Flash was released on 2026-06-10.
Gemini 3.8 Flash is 3 months newer than Step 3.7 Flash.
Sep 2, 2026
2 weeks ago
2mo newerJun 10, 2026
3 months ago
Knowledge Cutoff
When training data ends
Gemini 3.8 Flash has a documented knowledge cutoff of 2026-03-31, while Step 3.7 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 Step 3.7 Flash's cutoff date.
Mar 2026
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Provider Availability
Gemini 3.8 Flash is available from Google. Step 3.7 Flash is available from DeepInfra.
Gemini 3.8 Flash
Step 3.7 Flash
Outputs Comparison
Judge for yourself.
Run your own prompts against Gemini 3.8 Flash and Step 3.7 Flash side-by-side, then vote on the output you prefer.
FAQ
Common questions about Gemini 3.8 Flash vs Step 3.7 Flash.