Grok 4.20 (Non-Reasoning) vs MiMo-V2-Pro vs Relace Search
Grok 4.20 (Non-Reasoning) comes out ahead, 52 to 42 and 35 on our weighted score.
- Our pick
xAIGrok 4.20 (Non-Reasoning)
52/100- ECI—
- Price$1.25 / $2.50
- Context1M
XiaomiMiMo-V2-Pro
42/100- ECI—
- Price$1.00 / $3.00
- Context1.05M
Relace
Relace Search
35/100- ECI—
- Price$1.00 / $3.00
- Context256K
Grok 4.20 (Non-Reasoning) is our pick
Grok 4.20 (Non-Reasoning) is the better all-round choice, scoring 52/100 against MiMo-V2-Pro (42) and Relace Search (35). It leads on inputs & features. 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 priceMiMo-V2-Pro and Relace SearchMiMo-V2-Pro $1.50 · Relace Search $1.50 · Grok 4.20 (Non-Reasoning) $1.56 per 1M tokens (3:1 blend)
- Longest contextMiMo-V2-ProMiMo-V2-Pro 1,048,576 · Grok 4.20 (Non-Reasoning) 1,000,000 · Relace Search 256,000 tokens
- Widest inputsGrok 4.20 (Non-Reasoning)Grok 4.20 (Non-Reasoning): Text, Images, PDFs · MiMo-V2-Pro: Text · Relace Search: Text
- Self-hostingNo open weightsAll three are available only through APIs
| Measure | Weight | Grok 4.20 (Non-Reasoning) | MiMo-V2-Pro | Relace Search |
|---|---|---|---|---|
| Price | 50% | 39 | 40 | 40 |
| Inputs & features | 30% | 70 | 35 | 25 |
| Context window | 20% | 60 | 61 | 36 |
| Overall | 100% | 52/100 | 42/100 | 35/100 |
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 | Grok 4.20 (Non-Reasoning)xAI | MiMo-V2-ProXiaomi | Relace SearchRelace |
|---|---|---|---|
| Capability | |||
| Capabilities Index (ECI) | — | — | — |
| ECI rank | — | — | — |
| Price per million tokens | |||
| Input | $1.25 | $1.00 (best) | $1.00 (best) |
| Output | $2.50 (best) | $3.00 | $3.00 |
| Cached input | $0.20 | — | — |
| Blended (3:1) | $1.56 | $1.50 (best) | $1.50 (best) |
| Long-context rate | Over 200K: $2.50 / $5.00 | Same rate | Same rate |
| Price source | Official xAI API | Median of 1 providers | Median of 3 providers |
| Limits | |||
| Context window | 1,000,000 tokens | 1,048,576 tokens (best) | 256,000 tokens |
| Max output | 30,000 tokens | 131,072 tokens (best) | 128,000 tokens |
| Inputs and features | |||
| Text | Yes | Yes | Yes |
| Images | Yes | No | No |
| PDFs | Yes | No | No |
| Audio | No | No | No |
| Video | No | No | No |
| Reasoning | No | Yes | No |
| Tool calling | Yes | Yes | Yes |
| Structured output | Yes | No | No |
| Availability | |||
| Weights | Proprietary | Proprietary | Proprietary |
| API model ID | grok-4.20-0309-non-reasoning | — | — |
| API providers | 13 (best) | 2 | 3 |
| Released | Mar 9, 2026 | Mar 18, 2026 | Dec 8, 2025 |
| Knowledge cutoff | — | Dec 2024 | — |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
- Grok 4.20 (Non-Reasoning)$17.50
- MiMo-V2-Pro$16.00
- Relace Search$16.00
Which should you choose?
Which is better: Grok 4.20 (Non-Reasoning), MiMo-V2-Pro or Relace Search?
Grok 4.20 (Non-Reasoning) is the better all-round choice, scoring 52/100 against MiMo-V2-Pro (42) and Relace Search (35). It leads on inputs & features. 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, Grok 4.20 (Non-Reasoning), MiMo-V2-Pro or Relace Search?
MiMo-V2-Pro is cheaper at $1.00 input / $3.00 output per million tokens (median across 1 API provider). Relace Search costs $1.00 input / $3.00 output per million tokens (median across 3 API providers); Grok 4.20 (Non-Reasoning) costs $1.25 input / $2.50 output per million tokens (official xAI API price). At a typical mix of three input tokens to one output token, that is $1.50 per million tokens for MiMo-V2-Pro versus $1.50 for Relace Search (1× as much) and $1.56 for Grok 4.20 (Non-Reasoning) (1× as much).
Which scores higher on benchmarks?
There is no independent benchmark that covers all three models yet. Grok 4.20 (Non-Reasoning) has not been scored yet, MiMo-V2-Pro has not been scored yet and Relace Search has not been scored yet.
Which is better for coding?
There are no published SWE-bench Verified results for Grok 4.20 (Non-Reasoning), MiMo-V2-Pro and Relace Search yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. All three support tool calling for agent workflows.
Which has the bigger context window?
MiMo-V2-Pro has the largest context window at 1,048,576 tokens, against 1,000,000 for Grok 4.20 (Non-Reasoning) and 256,000 for Relace Search. Maximum output per response: Grok 4.20 (Non-Reasoning) up to 30,000, MiMo-V2-Pro up to 131,072, Relace Search up to 128,000 tokens.
Which can read images, PDFs, audio or video?
Grok 4.20 (Non-Reasoning) accepts text, images and PDFs; MiMo-V2-Pro accepts text; Relace Search accepts text. Grok 4.20 (Non-Reasoning) handles the widest range of inputs.
Are any of these open source?
No. Grok 4.20 (Non-Reasoning), MiMo-V2-Pro and Relace Search are proprietary and only available through APIs and apps.
Which is newer?
MiMo-V2-Pro is the newest, released Mar 18, 2026. Grok 4.20 (Non-Reasoning) came out Mar 9, 2026; Relace Search came out Dec 8, 2025. Knowledge cutoff: MiMo-V2-Pro Dec 2024.
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.
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