MiniMax M2.7
PulseAugur coverage of MiniMax M2.7 — every cluster mentioning MiniMax M2.7 across labs, papers, and developer communities, ranked by signal.
- used by SN50 RDUs 90%
- used by H200s 90%
- instance of Music 3.0 90%
- used by GMI Cloud 90%
- developed by MiniMax M3.1 Flash 90%
- affiliated with Speech 2.8 90%
- used by Minimax M3 70%
- competes with Minimax M3 70%
- used by Sambanova 70%
- developed by Minimax M3 70%
- developed Minimax M3 70%
- partners with SN50 RDUs 70%
- 2026-10-04 product_launch MiniMax released the open-source MiniMax M2.7 model with advanced self-evolution capabilities. source
- 2026-07-14 research_milestone MiniMax M2.7 achieved record inference speeds of 850 t/s on short-context and 450+ t/s on long-context workloads. source
- 2026-07-12 research_milestone MiniMax M2.7 is presented as offering significantly higher intelligence per dollar compared to Claude Opus 4.8, based on independent data and benchmarks. source
6 day(s) with sentiment data
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New IndicDBBench benchmark reveals LLM performance gap in Indian languages
A new benchmark, IndicDBBench, has been developed to evaluate the Text-to-SQL capabilities of large language models (LLMs) in Indian languages. The benchmark, which includes 20 databases and over 15,000 tasks across sev…
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Tsinghua University open-sources AKV for efficient LLM agent KV cache management · 4 sources tracked
Researchers from Tsinghua University and The Chinese University of Hong Kong have open-sourced AKV, a novel serving system designed for KV cache engineering in LLM agents. Unlike traditional context engineering that sum…
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MiniMax M3.1 Flash model offers cheaper, faster AI processing
MiniMax has released its M3.1 Flash model, offering significant cost reductions and speed improvements over its predecessor, M2.7. The new model is available for free on Ollama Cloud until October 22, 2026, with a list …
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New SWE-Verifier model boosts coding agent efficiency and accuracy
Researchers have developed SWE-Verifier, a lightweight generative model designed to improve the efficiency and decision-making of coding agents. This model selectively triggers candidate sampling and verification proces…
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MiniMax M3.1 Flash migration issues detailed on AIHubMix
A technical post details issues encountered when migrating from MiniMax M2.7 to M3.1 Flash via the AIHubMix platform. Specifically, disabling the "thinking" feature in chat completions resulted in an HTTP 400 error with…
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MiniMax M3.1 Flash bug fixes cost 7x more at default effort, study finds
A new benchmark study has evaluated the performance and cost of MiniMax M3.1 Flash, a frontier multimodal coding model, across its five "effort" levels. The study found that the model consistently produced correct bug f…
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Tsinghua University releases PilotDeck 2.0 for AI agents, cutting costs by 83%
Tsinghua University's THUNLP lab, in collaboration with OpenBMB and others, has released PilotDeck 2.0, an open-source operating system for AI agents. This system addresses key challenges in agent performance, including…
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AI models in poker league reveal hands 33% of the time, influenced by past game records · 1 source tracked
An AI Hold'em League, featuring models like GPT-6 Luna, Minimax M3, Claude Haiku-4-5, Gemini 3.8 Flash, and Qwen 3.7 Plus, was designed to test if AI models would bluff or reveal their hands when prompted. Analysis of 1…
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MiniMax M2.7: Open-source model matches GPT-5.3-Codex on SWE-Pro, rewrites own code
MiniMax has released M2.7, an open-source model with 229 billion parameters, available under the Apache 2.0 license. This model demonstrates significant capabilities, achieving a score of 56.22% on the SWE-Pro benchmark…
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DFlash diffusion model fails to speed up Gemma LLM in tests
A new technique called DFlash aims to accelerate LLM generation by using a diffusion model, typically used for image generation, to predict multiple tokens simultaneously. Unlike other methods that focus on specific mod…
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Claude Code integrates with MiniMax models for cheaper, large-context coding
A technical guide demonstrates how to use Anthropic's Claude Code with MiniMax's M3 and M2.7 models, offering a significantly cheaper alternative for agentic coding tasks. The setup involves configuring environment vari…
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MiniMax API pricing clarified, resellers largely match official rates
MiniMax's API pricing for its M3 and M2.7 models has been clarified, revealing that the standard rate for M3 is $0.30 per million input tokens and $1.20 per million output tokens, with a stated permanent 50% discount fr…
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Qwen3.8 27b model praised for local performance, highlighting a gap in accessible frontier models
The Qwen3.8 27b model is being praised for its performance on local hardware, fitting into 24GB of VRAM with a 100k context window. Users suggest that efficient, locally runnable models like this could pose a significan…
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MiniMax AI offers free cloud access and competition
MiniMax AI is offering a promotion on its GMI Cloud platform, providing free access to its M3, M2.7, Music 3.0, and Speech 2.8 models for an additional five days. The company is also hosting the MiniMaxathon competition…
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SambaNova offers model list without API key, reveals 1M-token context model
SambaNova's API for listing available models does not require authentication, unlike many other inference providers such as Groq, Together, DeepSeek, and Cerebras. This open access allows users to view the full list of …
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MiniMax offers free access to M3, M2.7, Speech, and Music models on GMI Cloud
MiniMax is offering a promotional period on GMI Cloud where several of its models, including M3, M2.7, Speech 2.8, and Music 3.0, are available for free. This offer runs from August 24th to September 6th and requires us…
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MiniMax AI launches 14-day developer competition with free model access
MiniMax AI is hosting a 14-day "MiniMaxthon" event for developers, offering free access to their models including M3, M2.7, Music 3.0, and Speech 2.8. The competition features three tracks: Multimodal, Synthesis (Multim…
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MiniMax AI offers 14-day free access to M3 and M2.7 models
MiniMax AI is offering a 14-day free trial of its M3 and M2.7 models on GMI Cloud, running from August 24th to September 6th. This promotion also includes access to Speech 2.8 and Music 3.0 during the same period. Users…
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SambaNovaAI claims SN50 achieves 800 tokens/sec with MiniMax M2.7
SambaNovaAI is highlighting the speed of its SN50 system, which they claim can achieve approximately 800 tokens per second when running MiniMax AI's M2.7 model. This performance metric was reportedly validated by SemiAn…
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Minimax offers ultra-low-cost LLM at $0.0002 per million tokens
Minimax has introduced its M2.7 large language model with an exceptionally low price point of $0.0002 per million tokens. This pricing strategy raises questions about its sustainability and whether it represents a genui…