AI model comparison
Step 3.7 Flash vs MiniMax M2.5
Pricing, context window, benchmarks, and features compared side by side. Or skip the guesswork and send one prompt to both.
StepFun
Step 3.7 Flash
Step 3.7 Flash is StepFun's latest high-efficiency multimodal Mixture-of-Experts model.
- Input / 1M
- $0.20
- Output / 1M
- $1.15
- Context
- 262K
MiniMax
MiniMax M2.5
MiniMax-M2.5 is a SOTA large language model designed for real-world productivity.
- Input / 1M
- $0.27
- Output / 1M
- $1.08
- Context
- 205K
At a glance
Quick verdict
How the two models stack up on the things people ask about most.
Lower price
Step 3.7 Flash
1.1x cheaper for a typical chat
Higher intelligence score
MiniMax M2.5
22.8 vs 19.5 on Artificial Analysis
Larger context window
Step 3.7 Flash
262K vs 205K tokens
Newer release
Step 3.7 Flash
Released May 28, 2026
Benchmarks
Benchmark scores
Independent scores from Artificial Analysis. Higher is better.
Intelligence index
Coding index
Agentic index
Pricing
Step 3.7 Flash vs MiniMax M2.5 API pricing
Per-token API rates. Cheaper option highlighted.
| Metric | ||
|---|---|---|
| Input tokensPer 1M tokens | $0.20 | $0.27 |
| Output tokensPer 1M tokens | $1.15 | $1.08 |
| Cached input (read)Per 1M tokens | $0.04 | $0.03 |
| Cache writePer 1M tokens | Not available | Not available |
What it costs in practice
Estimated cost per 1,000 requests at standard rates. Coding and long-document figures also show the cost when the input is already cached.
Chat message
2K in, 500 out
Coding task
30K in, 4K out
Long document summary
150K in, 2K out
Specs
Context window and capabilities
How much each model can read, how much it can write, and what it accepts as input.
| Metric | ||
|---|---|---|
| Context window | 262K tokens | 205K tokens |
| Max output | 230K tokens | 128K tokens |
| Input types | Image, Text, Video | Text |
| Output types | Text | Text |
| Reasoning effort levels | High, Medium, Low | Not available |
| Default reasoning effort | Medium | Not available |
| Release date | May 28, 2026 | February 12, 2026 |
Features
Supported features
API features available for each model.
| Metric | ||
|---|---|---|
| Tool calling | Supported | Supported |
| Structured outputs | Supported | Supported |
| JSON mode | Supported | Supported |
| Reasoning | Supported | Supported |
| Temperature | Supported | Supported |
| Stop sequences | Supported | Supported |
| Deterministic seed | Supported | Supported |
| Verbosity control | Not supported | Not supported |
Keep exploring
More on these models
Other head-to-heads, the full model page, and the alternatives list for each model.
- Step 3.7 Flash vs DeepSeek V4 Flash 0423
- Step 3.7 Flash vs Step 5 Preview
- Step 3.7 Flash vs DeepSeek V3.2
- Step 3.7 Flash vs GPT-5 Mini
- Step 3.7 Flash vs Ling 3.0 Flash
- Step 3.7 Flash vs GPT-5.4 Nano
- Step 3.7 Flash vs Qwen3.6 35B A3B
- Step 3.7 Flash vs Muse Glimmer 30B
- Step 3.7 Flash vs MiniMax M2.1
- Step 3.7 Flash vs GPT-5.1-Codex-Mini
- Step 3.7 Flash vs Qwen3.5-35B-A3B
- Step 3.7 Flash vs LongCat 2.0
- Step 3.7 Flash vs MiniMax M2
- Step 3.7 Flash vs GLM 4.6
- Step 3.7 Flash vs Step 3.5 Flash
Our take
Step 3.7 Flash is 1.1x cheaper for a typical chat. MiniMax M2.5 scores higher on the Artificial Analysis Intelligence Index (22.8 vs 19.5). Step 3.7 Flash has the larger context window (262K vs 205K tokens). The right pick depends on your workload, so the quickest way to settle it is to send the same prompt to both and compare.
FAQ
Frequently asked questions
Is Step 3.7 Flash or MiniMax M2.5 cheaper?
Step 3.7 Flash is cheaper for a typical chat (2K input tokens and 500 output tokens). Step 3.7 Flash costs $0.20 per 1M input tokens and $1.15 per 1M output tokens, while MiniMax M2.5 costs $0.27 per 1M input tokens and $1.08 per 1M output tokens.
Which has a bigger context window, Step 3.7 Flash or MiniMax M2.5?
Step 3.7 Flash supports up to 262K tokens of context, compared with 205K for MiniMax M2.5.
Is Step 3.7 Flash smarter than MiniMax M2.5?
On the Artificial Analysis Intelligence Index, Step 3.7 Flash scores 19.5 and MiniMax M2.5 scores 22.8, putting MiniMax M2.5 ahead. Benchmarks don't capture everything, so the best test is running your own prompts through both.
Can I use Step 3.7 Flash and MiniMax M2.5 at the same time?
Yes. Shortcut Chat sends one prompt to multiple models at once, so you can see Step 3.7 Flash and MiniMax M2.5 answer side by side and keep the better response.
Why choose? Ask both.
Send one prompt to Step 3.7 Flash and MiniMax M2.5 at the same time. Compare the answers side by side and keep the best one.