# Vals SWE-bench → React Native Evals

Calibration · https://benchgap.net/calibration/1597 · data retrieved 2026-10-29

React Native Evals is estimated from Vals SWE-bench with a inverse Michaelis–Menten curve fitted on 5 models measured on both: y = 1.21927·(x − 0.0000) / (0.0000 + 2.0000 − x), R² = 0.83, cross-validated error 2.4 pp. It is used for 23 estimates.

| Estimated model | Vals SWE-bench | React Native Evals | Source |
|---|---|---|---|
| [Grok 4.5](https://benchgap.net/model/grok-4-5.md) | 86.6% | 93.1% | estimated ± 2.4 pp, low confidence |
| [Muse Spark 1.2](https://benchgap.net/model/muse-spark-1-2.md) | 86.6% | 93.1% | estimated ± 2.4 pp, low confidence |
| [Qwen3.8-27B](https://benchgap.net/model/qwen3-8-27b.md) | 86.0% | 92.0% | estimated ± 2.4 pp, low confidence |
| [Qwen3.8 Max](https://benchgap.net/model/qwen3-8-max.md) | 85.6% | 91.2% | estimated ± 2.4 pp, low confidence |
| [GLM-5.2](https://benchgap.net/model/glm-5-2.md) | 82.8% | 86.1% | estimated ± 2.4 pp, low confidence |
| [Muse Spark 1.1](https://benchgap.net/model/muse-spark-1-1.md) | 82.0% | 84.7% | estimated ± 2.4 pp, medium confidence |
| [Gemini 3.7 Flash](https://benchgap.net/model/gemini-3-7-flash.md) | 80.8% | 82.6% | estimated ± 2.4 pp, medium confidence |
| [Gemini 3.8 Flash](https://benchgap.net/model/gemini-3-8-flash.md) | 80.0% | 81.3% | estimated ± 2.4 pp, medium confidence |
| [Composer 2.5](https://benchgap.net/model/composer-2-5.md) | 79.6% | 80.6% | estimated ± 2.4 pp, medium confidence |
| [Gemini 3.6 Flash](https://benchgap.net/model/gemini-3-6-flash.md) | 79.6% | 80.6% | estimated ± 2.4 pp, medium confidence |
| [Gemini 3.5 Flash](https://benchgap.net/model/gemini-3-5-flash.md) | 78.8% | 79.3% | estimated ± 2.4 pp, medium confidence |
| [Kimi K2.7 Code](https://benchgap.net/model/kimi-k2-7-code.md) | 78.2% | 78.3% | estimated ± 2.4 pp, medium confidence |
| [GLM-5.1](https://benchgap.net/model/glm-5-1.md) | 76.4% | 75.4% | estimated ± 2.4 pp, medium confidence |
| [Gemini 3.5 Flash-Lite](https://benchgap.net/model/gemini-3-5-flash-lite.md) | 75.0% | 73.2% | estimated ± 2.4 pp, medium confidence |
| [Gemini 3 Flash](https://benchgap.net/model/gemini-3-flash.md) | 75.0% | 73.2% | estimated ± 2.4 pp, medium confidence |
| [MiMo-V2.5-Pro](https://benchgap.net/model/mimo-v2-5-pro.md) | 74.0% | 71.6% | estimated ± 2.4 pp, medium confidence |
| [GPT-5.4 mini](https://benchgap.net/model/gpt-5-4-mini.md) | 73.0% | 70.1% | estimated ± 2.4 pp, low confidence |
| [Qwen 3.6 Max (preview)](https://benchgap.net/model/qwen3-6-max-preview.md) | 72.8% | 69.8% | estimated ± 2.4 pp, low confidence |
| [GPT-5.2-Codex](https://benchgap.net/model/gpt-5-2-codex.md) | 72.4% | 69.2% | estimated ± 2.4 pp, low confidence |
| [Grok 4.3](https://benchgap.net/model/grok-4-3.md) | 71.4% | 67.7% | estimated ± 2.4 pp, low confidence |
| [MiMo-V2.5](https://benchgap.net/model/mimo-v2-5.md) | 71.0% | 67.1% | estimated ± 2.4 pp, low confidence |
| [GPT-5.4 nano](https://benchgap.net/model/gpt-5-4-nano.md) | 69.8% | 65.4% | estimated ± 2.4 pp, low confidence |
| [Ling 3.0 Flash](https://benchgap.net/model/ling-3-0-flash.md) | 65.2% | 59.0% | estimated ± 2.4 pp, low confidence |

## Fitted on

| Model | Vals SWE-bench | React Native Evals |
|---|---|---|
| [Claude Opus 4.7](https://benchgap.net/model/claude-opus-4-7.md) | 82.0% | 82.8% |
| [Claude Sonnet 4.6](https://benchgap.net/model/claude-sonnet-4-6.md) | 77.4% | 80.6% |
| [Gemini 3.1 Pro](https://benchgap.net/model/gemini-3-1-pro.md) | 78.8% | 78.9% |
| [GPT-5.5](https://benchgap.net/model/gpt-5-5.md) | 82.6% | 84.7% |
| [MiniMax M2.7](https://benchgap.net/model/minimax-m2-7.md) | 73.8% | 71.4% |