Reasoning AI models — rankings · Directories by Enterprise DNA

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DeepSeek V4 Pro

Accounts

Open MoE flagship with million-token context for coding and long agent runs

$1.74 / Mtok in 1,000,000 ctx open-weights

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GLM 5.1

Accounts

Flagship GLM model for hybrid reasoning, coding, and agentic engineering

$1.40 / Mtok in 202,800 ctx open-weights

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GLM 5.2

Accounts

Flagship GLM model for hybrid reasoning, coding, and agentic engineering

$1.40 / Mtok in 1,048,575 ctx open-weights

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GPT OSS 120B

Accounts

Kimi coding model for software agents, refactors, and repository reasoning

$1.90 / Mtok in 262,000 ctx open-weights

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Ambient Large

Ambient

Anthropic

Opus 4.6 is Anthropic’s strongest model for coding and long-running professional tasks. It is built for agents that operate across entire workflows rather than single prompts, maki

$5.00 / Mtok in 1,000,000 ctx closed

Best for: Highest-stakes reasoning, architecture, and agent planning

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Claude 4.7 Opus Thinking

Reasoning model for deliberate analysis, multi-step problem solving, and tool use

$0.070 / Mtok in 131,072 ctx open-weights

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ERNIE-4.5-VL-28B-A3B-Thinking

Baidu

Multimodal reasoning model for visual analysis, planning, and tool use

$0.390 / Mtok in 131,072 ctx open-weights

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ERNIE 4.5 VL 28B A3B

Baidu

Multimodal reasoning model for visual analysis, planning, and tool use

$0.140 / Mtok in 30,000 ctx open-weights

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ERNIE 5.0

Baidu

Multimodal reasoning model for visual analysis, planning, and tool use

$0.840 / Mtok in 128,000 ctx closed

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Seed 1.6

Bytedance

Multimodal reasoning model for visual analysis, planning, and tool use

$0.250 / Mtok in 256,000 ctx closed

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Cerebras

Legacy model retained for compatibility with older integrations

$0 / Mtok in 1 ctx closed

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Deepseek R1 Distill Qwen 32B

Cf

Classic open reasoning model for transparent math, coding, and deliberate problem solving

$0.497 / Mtok in 80,000 ctx open-weights

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Gemma 4 26B A4B IT

Cf

Open Gemma instruction model for efficient chat and self-hosted deployments

$0.100 / Mtok in 256,000 ctx open-weights

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Kimi K2.6

Cf

Multimodal Kimi workhorse for agent loops, coding tasks, and visual context

$0.950 / Mtok in 262,144 ctx open-weights

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Kimi K2.7 Code

Cf

Coding-focused Kimi model, stronger on long-horizon repo work with less overthinking

$0.950 / Mtok in 262,144 ctx open-weights

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Nemotron 3 Super 120B

Cf

Nemotron middle tier for collaborative agents and high-volume reasoning workloads

$0.500 / Mtok in 256,000 ctx open-weights

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GPT OSS 20B

Cf

Open-weight GPT model for self-hosted reasoning and instruction-following workloads

$0.200 / Mtok in 128,000 ctx open-weights

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GPT OSS 120B

Cf

Open GPT reasoning model for self-hosted agents and controllable deployments

$0.350 / Mtok in 128,000 ctx open-weights

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Qwen3 30B A3b fp8

Cf

Qwen instruction model for multilingual chat, reasoning, and tool use

$0.051 / Mtok in 32,768 ctx open-weights

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Qwq 32B

Cf

Qwen reasoning model for deliberate problem solving, math, and coding

$0.660 / Mtok in 24,000 ctx open-weights

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GLM-4.7-Flash

Cf

Efficient GLM model for fast reasoning, coding, and agent workflows

$0.060 / Mtok in 131,072 ctx open-weights

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Glm 5.2

Cf

Open flagship GLM for long-horizon coding agents and million-token context work

$1.40 / Mtok in 262,144 ctx open-weights

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Cohere Command A

Cohere

Cohere command model for multilingual enterprise agents, tools, and chat

$0 / Mtok in 128,000 ctx closed

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Cohere Command R

Cohere

Cohere retrieval model for long-context chat and enterprise RAG workflows

$0 / Mtok in 128,000 ctx closed

Reason

Command R+ (08-2024)

Cohere

command-r-plus-08-2024 is an update of the [Command R+](/models/cohere/command-r-plus) with roughly 50% higher throughput and 25% lower latencies as compared to the previous Comman

$2.50 / Mtok in 128,000 ctx open-weights

Best for: Enterprise RAG and retrieval-heavy assistants

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C

JAIS 30b Chat

Core42

Reasoning model for deliberate analysis, multi-step problem solving, and tool use

$0 / Mtok in 8,192 ctx open-weights

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DeepSeek-R1-0528

Deepseek Ai

DeepSeek

Google

Grok 4.3

Grok

xAI's default Grok for chat, coding, agentic tools, and lower hallucination risk

$1.25 / Mtok in 1,000,000 ctx closed

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MiniMax-M3

Hf Minimaxai

MiniMax multimodal model for long-context coding, perception, and agent planning

$0.600 / Mtok in 524,288 ctx open-weights

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Kimi K2.7 Code

Hf Moonshotai

Coding-focused Kimi model, stronger on long-horizon repo work with less overthinking

$0.950 / Mtok in 262,144 ctx open-weights

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Nemotron 3 Super 120B A12B

Hf Nvidia

Nemotron middle tier for collaborative agents and high-volume reasoning workloads

$0.300 / Mtok in 262,144 ctx open-weights

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GPT OSS 120B

Hf Openai

Open-weight GPT model for self-hosted reasoning and instruction-following workloads

$0.100 / Mtok in 131,072 ctx open-weights

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H

Qwen3.6 27B

Hf Qwen

Qwen vision-language model for visual reasoning, documents, and agent tasks

$0.450 / Mtok in 262,144 ctx open-weights

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Interfaze Beta

Interfaze

Multimodal reasoning model for visual analysis, planning, and tool use

$1.50 / Mtok in 1,000,000 ctx closed

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K

Kilo Auto Balanced

Kilo Auto

Automatic model router for matching prompts to suitable backends and budgets

$0.600 / Mtok in 204,800 ctx closed

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K

Kilo Auto Free

Kilo Auto

Automatic model router for matching prompts to suitable backends and budgets

$0 / Mtok in 204,800 ctx closed

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K

Kilo Auto Frontier

Kilo Auto

Automatic model router for matching prompts to suitable backends and budgets

$5.00 / Mtok in 1,000,000 ctx closed

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K

Kilo Auto Small

Kilo Auto

Automatic model router for matching prompts to suitable backends and budgets

$0.050 / Mtok in 400,000 ctx closed

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kimi/kimi-k2.5

Kimi

Kimi multimodal agent model for visual understanding, coding, and planning

$0.600 / Mtok in 262,144 ctx open-weights

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Kimi K2.6

Kimi

Multimodal Kimi workhorse for agent loops, coding tasks, and visual context

$0.950 / Mtok in 262,144 ctx open-weights

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K

KAT-Coder-Pro V1

Kwaipilot

Coding model for repository understanding, refactors, and agentic engineering tasks

$0.300 / Mtok in 256,000 ctx closed

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L

LFM2.5-1.2B-Thinking (free)

Liquid

LFM2.5-1.2B-Thinking is a lightweight reasoning-focused model optimized for agentic tasks, data extraction, and RAG—while still running comfortably on edge devices. It supports lon

$0 / Mtok in 32,768 ctx open-weights

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L

LFM2 24B A2B

Liquidai

Coding

Mistral Large

Mistral

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O

Owl Alpha

Openrouter

Reasoning model for deliberate analysis, multi-step problem solving, and tool use

$0 / Mtok in 1,048,756 ctx closed

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OpenReasoning Nemotron 32B

Pamanseau

Nemotron model for efficient reasoning, coding, and specialized AI agents

$0.100 / Mtok in 32,768 ctx closed

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Pearl AI Gemma 4 31B Instruct

Pearl Ai

Open Gemma instruction model for efficient chat and self-hosted deployments

$0.280 / Mtok in 32,000 ctx closed

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P

Pioneer Auto

Pioneer

Automatic model router for matching prompts to suitable backends and budgets

$0 / Mtok in 1,048,576 ctx closed

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claude-code

Poetools

Claude model for careful reasoning, writing, coding, and tool use

$0 / Mtok in 1 ctx closed

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P

Laguna XS.2

Poolside

Agentic coding model from Poolside in the XS size class for local deployment

$0 / Mtok in 262,144 ctx open-weights

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P

Poolside: Laguna XS.2 (free)

Poolside

Qwen3-Next-80B-A3B-Thinking-fast

Qwen

Legacy model retained for compatibility with older integrations

$0.150 / Mtok in 8,000 ctx open-weights

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Qwen3 Omni 30B A3B Thinking

Qwen

Qwen omni model for text, vision, audio, and multimodal agent tasks

$0.250 / Mtok in 65,536 ctx open-weights

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Qwen/Qwen3-VL-32B-Thinking

Qwen

Qwen vision-language model for visual reasoning, documents, and agent tasks

$0.200 / Mtok in 262,000 ctx closed

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QwQ 32B

Qwen

Qwen reasoning model for deliberate problem solving, math, and coding

$0.400 / Mtok in 32,768 ctx open-weights

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S

Agnes 1.5 Pro

Sapiens Ai

Flagship model for demanding analysis, coding, and production agent workflows

$0.160 / Mtok in 256,000 ctx closed

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S

Sarvam 105B

Sarvam

Step 3.5 Flash 2603

Stepfun Ai

StepFun flash model for efficient multimodal reasoning, coding, and tool use

$0.100 / Mtok in 256,000 ctx closed

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stepfun-ai/Step-3.5-Flash

Stepfun Ai

StepFun flash model for efficient multimodal reasoning, coding, and tool use

$0.100 / Mtok in 262,000 ctx closed

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S

Step 3.7 Flash

Stepfun Ai

Newer StepFun flash model for faster agents, coding, and multimodal prompts

$0.200 / Mtok in 262,144 ctx open-weights

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xAI

Grok 4.5 is SpaceXAI's smartest model with frontier performance on coding, knowledge work, and STEM.

$2.00 / Mtok in 500,000 ctx closed

Best for: Provider diversification and frontier A/B tests

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Xiaomimimo

Qwen

Qwen3.8 Max 0902 is an updated snapshot of Qwen3.8 Max from Alibaba's Qwen team. It is a 2.4-trillion-parameter mixture-of-experts model that accepts text, image, and video input a

$2.00 / Mtok in 1,000,000 ctx open-weights