MiniMax
Minimax is a decision rule used in artificial intelligence, decision theory, combinatorial game theory, statistics, and philosophy for minimizing the possible loss for a worst case scenario. When dealing with gains, it is referred to as "maximin" – to maximize the minimum gain. Originally formulated
MiniMax has built a crowded product portfolio — MMX-CLI, MaxHermes agents, MiniMax M2.5, Music 2.6, and audio models — but its deepest tension is with Anthropic. The graph shows MiniMax competes with Anthropic while simultaneously using Claude AI and Claude Code. It also runs on Hugging Face and partners with NousResearch, Nvidia, and OpenClaude. Competitors Moonshot AI and Zhipu AI circle from the Chinese front, while TSMC appears as an unlikely rival, hinting at chip dependencies. The recent MaxHermes launch with NousResearch and its induction as an OpenClaude provider signal aggressive product velocity. Yet reliance on Claude’s infrastructure raises a simple question: can MiniMax scale without being held hostage by the very model it competes against?
- ·Competes with Anthropic while using Claude AI and Claude Code as dependencies.
- ·Developed seven distinct products/models in the last year, including agents, audio, and music.
- ·Partners include NousResearch, Nvidia, Llama, and OpenClaude.
- ·Faces competition from Moonshot AI, Zhipu AI, and even TSMC.
- ·Recent MaxHermes launch and OpenClaude integration show fast shipping.
Signal Radar
Five-axis snapshot of this entity's footprint
Mentions × Lab Attention
Weekly mentions (solid) and average article relevance (dotted)
Timeline
20- Product LaunchApr 27, 2026
Made Music-2.6 model available for free on Cloudflare's platform for one week.
View source - Product LaunchApr 23, 2026
Showcased a project where the MiniMax M2.7 model generated a complete 'Flappy Lobster' game from a text prompt.
View source - PartnershipApr 20, 2026
Added as official provider for OpenClaude framework
View source- framework:
- OpenClaude
- role:
- official_provider
- Product LaunchApr 18, 2026
Open-sourced M2.7 model claiming state-of-the-art scores on SWE-Pro (56.22%) and Terminal Bench 2 (57.0%)
View source- benchmark scores:
- SWE-Pro: 56.22%, Terminal Bench 2: 57.0%
- PartnershipApr 16, 2026
Partnered with NousResearch to integrate Hermes framework with MiniMax's M2.7 model.
View source - Product LaunchApr 16, 2026
Launched MaxHermes, a cloud-hosted and managed version of the Hermes agent framework.
View source - Product LaunchApr 16, 2026
Launched MaxHermes, a cloud-hosted agent framework, in partnership with NousResearch.
View source - PartnershipApr 16, 2026
Partnered with NousResearch to integrate Hermes framework with MiniMax's M2.7 model.
View source - Product LaunchApr 13, 2026
Open-sourced three 'Music Skills' for its MMX-CLI agent platform
View source - Product LaunchApr 12, 2026
MiniMax open-sources its M2.7 model, revealing a 'self-evolution' training methodology.
- Product LaunchApr 12, 2026
Made M2.7 model available through NVIDIA's NIM endpoints with OpenClaw/NemoClaw support
View source - Product LaunchApr 11, 2026
Launched MMX-CLI, a command-line interface infrastructure for AI agents.
View source - Product LaunchApr 10, 2026
Launched MMX-CLI, a command-line interface tool for automating multimodal AI agent workflows
- Research MilestoneMar 31, 2026
Released M2.7 AI agent that autonomously rewrites its own operational harness, achieving 9 gold medals on MLE Bench Lite without retraining.
View source - Research MilestoneMar 18, 2026
MiniMax M2.7 ties Gemini 3.1 on MLE Bench Lite machine learning competition trials
View source- benchmark:
- MLE Bench Lite
- result:
- tied
- medal rate:
- 66.6%
Relationships
24Developed
Competes With
Partnered
Uses
Recent Articles
12MiniMax Music-2.6 Goes Free on Cloudflare This Week
+MiniMax's Music-2.6 AI model is available for free on Cloudflare's platform this week, allowing users to generate full-length songs or instrumentals f
75 relevanceMinimax M3 Model Launching May 2026
+Minimax confirmed their next-generation M3 model will launch in May 2026, following the successful M1 and M2 releases that established the company as
87 relevanceMiniMax Added as Official Provider for OpenClaude AI Framework
+MiniMax has been integrated as an officially supported provider for the OpenClaude framework, giving developers a new, enterprise-backed model option
89 relevanceMiniMax Launches MaxHermes, Cloud-Hosted Agent with NousResearch
+MiniMax has launched MaxHermes, a cloud-hosted version of the Hermes agent framework, in partnership with NousResearch. This provides a managed servic
85 relevanceMiniMax M2.7 Used by AtomicBot to Generate Flappy Bird Clone
+A developer used the open-source MiniMax M2.7 frontier model to generate a complete, playable desktop game from a text prompt. This demonstrates pract
75 relevanceMiniMax M2.7 Tops Open LLM Leaderboard with 230B Parameter Sparse Model
+MiniMax announced its M2.7 model has taken the top spot on the Hugging Face Open LLM Leaderboard. The model uses a sparse mixture-of-experts architect
85 relevanceMiniMax Open-Sources Three Agent Music Skills for MMX-CLI
+MiniMax has open-sourced three 'Music Skills' for its MMX-CLI agent platform. The skills allow AI agents to generate music, sing in a persona, and cur
87 relevanceMiniMax Open-Sources M2.7 Model, Details 'Self-Evolution' Training
+Chinese AI firm MiniMax has open-sourced its M2.7 model. The key detail from its blog is a 'self-evolution' training process, likened to AlphaGo's sel
89 relevanceMiniMax M2.7 Model Deploys on NVIDIA NIM Endpoints with OpenClaw Support
+Chinese AI firm MiniMax has made its M2.7 model available through NVIDIA's GPU-accelerated NIM endpoints. This deployment includes support for the Ope
93 relevanceMiniMax M2.7 Open-Sourced, Hits 56.22% on SWE-Pro
+MiniMax has open-sourced its M2.7 model, which it claims achieves state-of-the-art scores of 56.22% on SWE-Pro and 57.0% on Terminal Bench 2 for codin
95 relevanceMiniMax Launches MMX-CLI, First Infrastructure Built for AI Agents
+MiniMax released MMX-CLI, a CLI built for AI agents, not humans. It provides agents with seven multimodal 'senses' and native integration with popular
85 relevanceZhipu AI and MiniMax Post 131.9% and 159% Revenue Growth in First Post-IPO Earnings
+Zhipu AI and MiniMax, two leading Chinese AI startups, reported their first post-IPO financials, showing 131.9% and 159% year-on-year revenue growth r
70 relevance
Predictions
No predictions linked to this entity.
AI Discoveries
2- observationactiveApr 12, 2026
Velocity spike: MiniMax
MiniMax (company) surged from 0 to 3 mentions in 3 days (new_surge).
80% confidence - hypothesisactiveFeb 25, 2026
H: MiniMax's surge in visibility precedes a major, Western-focused product launch or API release within
MiniMax's surge in visibility precedes a major, Western-focused product launch or API release within 1 month, aimed directly at competing with OpenAI's and Google's core models, leveraging the 'Sovereign AI' narrative to position itself as a non-US alternative.
75% confidence
Sentiment History
| Week | Avg Sentiment | Mentions |
|---|---|---|
| 2026-W12 | 0.50 | 2 |
| 2026-W13 | 0.10 | 1 |
| 2026-W14 | 0.55 | 2 |
| 2026-W15 | 0.63 | 4 |
| 2026-W16 | 0.60 | 4 |
| 2026-W17 | 0.50 | 1 |
| 2026-W18 | 0.45 | 2 |