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AI · alternatives · 2026

24 alternatives to MiniMax M2.5

The first open model to beat Sonnet made for productivity

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.

  1. 1

    Self-evolving AI model powering autonomous agents

    Mar 2026 · agent.minimax.io · its alternatives →

  2. 2

    A new SOTA for compact open models on the edge

    May 2026 · huggingface.co · its alternatives →

  3. 3

    Frontier intelligence at 2x the speed

    2024 · claude.ai · its alternatives →

  4. 4

    Build apps, research deeply and automate multi-step tasks

    Mar 2026 · apps.apple.com · its alternatives →

  5. 5

    A few days ago I found myself trying out GLM 5.2 and was really positively impressed. The capabilities and security I was getting from this LLM are similar to those I've gotten from models like Claude or GPT, and this really surprised me. But then I thought, "I wonder how it would work on a normal computer like mine," and above all, "I wonder if it would work without going into OOM on a computer like mine." So I started working with the help of agents to test this possibility. I started converting the model to int4, understanding MTP usage, and if possible implementing DSA for long context.…

    Jul 2026 · github.com · its alternatives →

  6. 6

    Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…

    May 2026 · github.com · its alternatives →

  7. 7

    Claude Opus 4.7 is Anthropic's most capable generally available model, released April 16, 2026. It outperforms Opus 4.6, GPT-5.4, and Gemini 3.1 Pro on key benchmarks including agentic coding, multidisciplinary reasoning, scaled tool use, and agentic computer use. It is benchmarked below Claude Mythos Preview — which remains restricted to Project Glasswing partners. https://vucense.com/ai-intelligence/ai-tools/claude-opus-4-7...

    2025 · anthropic.com · its alternatives →

  8. 8

    Fast and efficient models optimized for coding and subagents

    Mar 2026 · openai.com · its alternatives →

  9. 9

    Discover, compare, and choose AI models—100% Free

    2024 · countless.dev · its alternatives →

  10. 10
    GLM-4.5▲298

    Unifying agentic capabilities in one open model

    2025 · z.ai · its alternatives →

  11. 11

    Tighter instruction adherence in speech agents

    Feb 2026 · developers.openai.com · its alternatives →

  12. 12

    High-speed agentic model built specifically for OpenClaw

    Mar 2026 · docs.z.ai · its alternatives →

  13. 13

    Qwen3.8-Max + MCP for coding on your local machine, without paying for Qwen Code. Qwen3.8-Max itself runs in the cloud through Qwen Studio — this setup just gives it access to your local files and terminal through MCP. My take: it is slower than Codex and Claude Code, especially in thinking mode, but it does work well. MCP adds some latency too since there’s an extra layer between the model and your machine. In fast mode, it gets noticeably closer. I wouldn’t put it in the same category as Fable or Opus-5. Personally, I’d place it closer to the next Opus 4.7 level in terms of coding ability.…

    Aug 2026 · qwen.ai · its alternatives →

  14. 14

    Announcing GPT-4.1, GPT-4.1 mini, & GPT-4.1 nano in the API

    2025 · openai.com · its alternatives →

  15. 15

    Compare AI models easily! All providers in one place. Find the best LLM for your needs with our comprehensive pricing calculator and feature comparison tool. OpenAI, Anthropic, Google, and more.

    2024 · countless.dev · its alternatives →

  16. 16
    Qwen3.5▲288

    The 397B native multimodal agent with 17B active params

    Feb 2026 · qwen.ai · its alternatives →

  17. 17

    MiniMax M2 redefines efficiency for agents

    Oct 2025 · github.com · its alternatives →

  18. 18
    Dream 7B▲191

    Powerful Open Diffusion LLM, Beyond Autoregressive

    2025 · hkunlp.github.io · its alternatives →

  19. 19

    High performance in a 24b open-source model

    2025 · mistral.ai · its alternatives →

  20. 20

    Hi HN! I'm just sharing a project I've been working on during the LLM Efficiency Challenge - you can now finetune Llama with QLoRA 5x faster than Huggingface's original implementation on your own local GPU. Some highlights: 1. Manual autograd engine - hand derived backprop steps. 2. QLoRA / LoRA 80% faster, 50% less memory. 3. All kernels written in OpenAI's Triton language. 4. 0% loss in accuracy - no approximation methods - all exact. 5. No change of hardware necessary. Supports NVIDIA GPUs since 2018+. CUDA 7.5+. 6. Flash Attention support via Xformers. 7. Supports 4bit and 16bit…

    2023 · github.com · its alternatives →

  21. 21

    Massive local model speedup on Apple Silicon with MLX

    Apr 2026 · ollama.com · its alternatives →

  22. 22

    0.8B-9B native multimodal w/ more intelligence, less compute

    Mar 2026 · huggingface.co · its alternatives →

  23. 23

    The sweet-spot open dense model for coding agents

    Apr 2026 · qwen.ai · its alternatives →

  24. 24

    Find the best AI model for your OpenClaw

    Mar 2026 · pinchbench.com · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →