MiniMax M2 / M2.5 vs OpenClaw
Which one should you pick? Here's the full breakdown.
MiniMax M2 / M2.5
MiniMax's open-weights frontier -- first open model to match Claude Opus 4.6 on SWE-Bench at 10-20× lower cost
OpenClaw
Open-source personal AI agent you talk to through Signal, Telegram, Discord, or WhatsApp -- runs locally, remembers context, uses any LLM
| Category | MiniMax M2 / M2.5 | OpenClaw |
|---|---|---|
| Ease of Use | 6.5 | 7.0 |
| Output Quality | 9.0 | 8.5 |
| Value | 9.5 | 9.5 |
| Features | 8.5 | 8.5 |
| Overall | 8.4 | 8.4 |
Pricing Comparison
| Feature | MiniMax M2 / M2.5 | OpenClaw |
|---|---|---|
| Free Tier | Yes | Yes |
| Starting Price | $0 | $0 |
Benchmark Head-to-Head
MiniMax M2.5 (230B/10B active MoE) benchmarks — OpenClaw has no published benchmarks
| Benchmark | Description | Score |
|---|---|---|
| MMLU-Pro | Harder multi-subject reasoning | 82.1% |
| GPQA Diamond | Graduate-level science questions | 76.8% |
| SWE-Bench Verified | 80.2% | |
| HumanEval | Python code generation | 91% |
| AIME 2025 | 85.3% |
Which Should You Pick?
Pick MiniMax M2 / M2.5 if...
Agentic coding and tool-use workflows on a budget. Best price-to-SWE-Bench ratio of any open-weights model in 2026.
Visit MiniMax M2 / M2.5Pick OpenClaw if...
Technical users who want a persistent personal assistant they can reach from any messaging app, and who are comfortable running infrastructure on their own machine. Especially good if you already live in Signal/Telegram/Discord and want an agent to meet you there.
Visit OpenClawOur Verdict
MiniMax M2 / M2.5 and OpenClaw are extremely close overall. Your choice comes down to specific needs -- MiniMax M2 / M2.5 is better for agentic coding and tool-use workflows on a budget, while OpenClaw works best for technical users who want a persistent personal assistant they can reach from any messaging app, and who are comfortable running infrastructure on their own machine.