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AI · alternatives · 2026

24 alternatives to Humiris - Mixture of AI

Custom reasoning model for accurate AI agents

Humiris is an AI platform that optimizes reasoning models for improved accuracy and reduced costs. It automatically integrates multiple language models including GPT-4o and Claude Sonnet 3.5 with custom models to… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Prices are shown for the 1 we have checked on their own sites, 1 of them free or with a free tier.

  1. 1HN

    Hi HN, We’re Joel, Louis-Nicolas and Hilario, the founders of Humiris (humiris.ai). Humiris is a next-generation AI infrastructure that lets you build your own model by mixing and optimizing multiple foundation models to achieve high performance, unmatched accuracy , speed, and cost-efficiency. Our platform combines advanced routing, custom reasoning models, and mix tuning to help businesses leverage AI at scale without sacrificing quality or control. Here’s how it works: • Routing Intelligence: Humiris uses a large-scale routing model to automatically select the best LLM based on your…

    2024 · its alternatives →

  2. 2

    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 →

  3. 3
    Magistral▲418

    The first reasoning model by Mistral AI

    2025 · mistral.ai · its alternatives →

  4. 4

    Advanced reasoning model

    2025 · github.com · its alternatives →

  5. 5

    Cheaper GPT-4 rival that supports 32K-token context windows

    2024 · mistral.ai · its alternatives →

  6. 6
    OpenAI o1▲685

    AI that can do general-purpose complex reasoning

    2024 · openai.com · its alternatives →

  7. 7

    Microsoft’s New Small Language Model For Complex Reasoning

    2024 · its alternatives →

  8. 8

    Tighter instruction adherence in speech agents

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

  9. 9

    Automate error detection and ensure high accuracy of your AI

    2024 · futureagi.com · its alternatives →

  10. 10

    Big reasoning power, small models

    2025 · azure.microsoft.com · its alternatives →

  11. 11

    No-code platform for generative AI apps and workflows

    2024 · its alternatives →

  12. 12

    High performance in a 24b open-source model

    2025 · mistral.ai · its alternatives →

  13. 13
    Evidently AIfree▲382

    Open-source evaluations and observability for LLM apps

    2024 · evidentlyai.com · its alternatives →

  14. 14

    Many teams connecting LLMs to external tools eventually encounter the same architectural issue: as more tools and agents are added, the integration pattern becomes an N×M mesh of direct connections. Each agent implements its own auth, retries, rate limiting, and logging; each tool needs credentials distributed to multiple places and observability becomes fragmented. We built LLM gateway with this goal to provide a single place to manage authentication, authorization, routing, and observability for MCP servers, with a path toward a more general agent-gateway architecture in the future. The…

    Dec 2025 · truefoundry.com · its alternatives →

  15. 15
    Agno▲326

    Build, run, and manage agent platforms. Contribute to agno-agi/agno development by creating an account on GitHub.

    2025 · github.com · its alternatives →

  16. 16

    Open-weight 15B multimodal model for thinking and GUI agents

    Mar 2026 · microsoft.com · its alternatives →

  17. 17
    Qwen3.5▲288

    The 397B native multimodal agent with 17B active params

    Feb 2026 · qwen.ai · its alternatives →

  18. 18

    Today we are launching YourGPT 2.0, an update focused on making support, sales, and operational workflows work together more smoothly in one system. This release improves how workflows are built, how the platform connects to external tools, and how context is maintained across long, multi-channel interactions. AI Studio now makes it much easier to create and refine workflows. You can describe the process you want in natural language and the system generates the full workflow for you. It can also help debug issues by showing what happened at each step and explaining where things went off…

    Nov 2025 · yourgpt.ai · its alternatives →

  19. 19

    Combine the best AI/LLMs to build your Custom ChatGPT

    2023 · edenai.co · its alternatives →

  20. 20

    AI models that run on an inference cloud optimized for speed

    May 2026 · generalcompute.com · its alternatives →

  21. 21
    GLM-4.5▲294

    Unifying agentic capabilities in one open model

    2025 · z.ai · its alternatives →

  22. 22

    Open-source monitoring for machine learning models

    2021 · evidentlyai.com · its alternatives →

  23. 23
    Trudo AI▲171

    No-code platform for building OpenAI apps; Fine-tune GPT3.

    2023 · its alternatives →

  24. 24

    Fast multimodal-native inference at scale

    Dec 2025 · gmicloud.ai · 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 →