MiniMax-M2 Her vs Grok Code Fast 1
Grok Code Fast 1 comes out ahead, 48 to 43 on our weighted score.
MiniMaxMiniMax-M2 Her
43/100- ECI—
- Price$0.30 / $1.20
- Context66K
- Our pick
xAIGrok Code Fast 1
48/100- ECI—
- Price$0.20 / $1.50
- Context256K
Add a model
Make it a three-way comparison.
Grok Code Fast 1 is our pick
Grok Code Fast 1 is the better all-round choice, scoring 48/100 against MiniMax-M2 Her (43). It leads on context window. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
- CapabilityNot enough dataNo independent benchmark covers every model here yet
- Lowest priceSame priceMiniMax-M2 Her $0.525 · Grok Code Fast 1 $0.525 per 1M tokens (3:1 blend)
- Longest contextGrok Code Fast 1Grok Code Fast 1 256,000 · MiniMax-M2 Her 65,536 tokens
- Widest inputsSame inputsMiniMax-M2 Her: Text · Grok Code Fast 1: Text
- Self-hostingNo open weightsBoth are available only through APIs
| Measure | Weight | MiniMax-M2 Her | Grok Code Fast 1 |
|---|---|---|---|
| Price | 50% | 60 | 60 |
| Inputs & features | 30% | 35 | 35 |
| Context window | 20% | 12 | 36 |
| Overall | 100% | 43/100 | 48/100 |
Left out because at least one model lacks the data: capability. The remaining weights were rescaled.
Every spec in one table
Highlighted cells lead their row. Dashes mean the data is not published.
| Specification | MiniMax-M2 HerMiniMax | Grok Code Fast 1xAI |
|---|---|---|
| Capability | ||
| Capabilities Index (ECI) | — | — |
| ECI rank | — | — |
| Price per million tokens | ||
| Input | $0.30 | $0.20 (best) |
| Output | $1.20 (best) | $1.50 |
| Cached input | — | — |
| Blended (3:1) | $0.525 | $0.525 |
| Long-context rate | Same rate | Same rate |
| Price source | Median of 3 providers | Median of 5 providers |
| Limits | ||
| Context window | 65,536 tokens | 256,000 tokens (best) |
| Max output | 2,048 tokens | 10,000 tokens (best) |
| Inputs and features | ||
| Text | Yes | Yes |
| Images | No | No |
| PDFs | No | No |
| Audio | No | No |
| Video | No | No |
| Reasoning | Yes | Yes |
| Tool calling | Yes | Yes |
| Structured output | No | No |
| Availability | ||
| Weights | Proprietary | Proprietary |
| API model ID | — | — |
| API providers | 3 | 7 (best) |
| Released | Jan 23, 2026 | Sep 2, 2025 |
| Knowledge cutoff | — | — |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
- MiniMax-M2 Her$5.40
- Grok Code Fast 1$5.00
Which should you choose?
Which is better: MiniMax-M2 Her or Grok Code Fast 1?
Grok Code Fast 1 is the better all-round choice, scoring 48/100 against MiniMax-M2 Her (43). It leads on context window. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
Which is cheaper, MiniMax-M2 Her or Grok Code Fast 1?
MiniMax-M2 Her and Grok Code Fast 1 cost the same: $0.30 input / $1.20 output per million tokens.
Which scores higher on benchmarks?
There is no independent benchmark that covers both models yet. MiniMax-M2 Her has not been scored yet and Grok Code Fast 1 has not been scored yet.
Which is better for coding?
There are no published SWE-bench Verified results for MiniMax-M2 Her and Grok Code Fast 1 yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. Both support tool calling for agent workflows.
Which has the bigger context window?
Grok Code Fast 1 has the largest context window at 256,000 tokens, against 65,536 for MiniMax-M2 Her. Maximum output per response: MiniMax-M2 Her up to 2,048, Grok Code Fast 1 up to 10,000 tokens.
Which can read images, PDFs, audio or video?
MiniMax-M2 Her accepts text; Grok Code Fast 1 accepts text. They handle the same number of input types.
Are any of these open source?
No. MiniMax-M2 Her and Grok Code Fast 1 are proprietary and only available through APIs and apps.
Which is newer?
MiniMax-M2 Her is the newest, released Jan 23, 2026. Grok Code Fast 1 came out Sep 2, 2025.
How do you decide the winner?
Each model gets a 0–100 score on capability (50%, independent benchmark results); price (25%, blended price per million tokens (3 input : 1 output), log scale); inputs & features (15%, image, PDF, audio and video input, tool calling, structured output and reasoning); context window (10%, maximum tokens per request, log scale). Dimensions missing for any model are dropped and the remaining weights rescaled, so every model is judged on the same evidence. Specs and prices come from public model listings and the labs’ own API pages; capability scores come from independent benchmark runs. Data updated Nov 2, 2026.
