AI Model Catalog: 22 Models Compared — Pricing, Context & Benchmarks

Sakana: Fugu Ultra T

Reasoning Tools 58.7

Quality-first multi-agent model for hard research, analysis, and competitions

sakana/fugu-ultra 2026-06-15 1M context $5/M input $30/M output

14 providers

Meta: Muse Spark Open T

Reasoning Tools Open weights 58.5

Muse Spark Open is an 816B total / 42B active open-weight multimodal reasoning model from Meta for coding and long-horizon agentic work, with 1M-token context.

meta/muse-spark-open 2026-10-15 1.04858M context $1.25/M input $4.25/M output

14 providers

Alibaba Qwen: Qwen3.7 Max T

Reasoning Tools JSON 53.5

Qwen frontier model tuned for agent frameworks, coding assistants, and long tasks

alibaba/qwen3.7-max 2026-05-21 1M context $2.5/M input $7.5/M output

34 providers

Google: Gemini 2.5 Pro T

Reasoning Tools JSON 42.8

Google's proven reasoning model for coding, math, and multimodal analysis

google/gemini-2.5-pro 2025-06-17 1.04858M context $1.25/M input $10/M output

31 providers

Google: Gemini 2.5 Flash T

Reasoning Tools JSON 39.4

Fast Gemini workhorse for multimodal apps where latency and price matter

google/gemini-2.5-flash 2025-06-17 1.04858M context $0.3/M input $2.5/M output

32 providers

Zhipu AI: GLM-4.6 T

Reasoning Tools Open weights 38.4

Late GLM-4 workhorse for coding agents, reasoning, and structured tasks

zhipuai/glm-4.6 2025-09-30 204.8K context $0.6/M input $2.2/M output

21 providers

Alibaba Qwen: Qwen3 Max T

Tools 38.3

Flagship Qwen3 model for coding agents, complex reasoning, and tool use

alibaba/qwen3-max 2025-09-23 262.144K context $1.2/M input $6/M output

23 providers

Mistral AI: Mistral Large 3 T

Tools Open weights 36.2

Mistral's largest general model for enterprise agents, coding, and multilingual reasoning

mistral/mistral-large-2512 2025-12-02 262.144K context $0.5/M input $1.5/M output

16 providers

DeepSeek: DeepSeek-R1 T

Reasoning Open weights 35.7

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

deepseek/deepseek-r1 2025-01-20 128K context $0.58/M input $2.319/M output

16 providers

Zhipu AI: GLM-4.5 T

Reasoning Tools Open weights 34.8

Hybrid-reasoning GLM release that made the 4.5 line broadly useful

zhipuai/glm-4.5 2025-07-28 131.072K context $0.6/M input $2.2/M output

15 providers

OpenAI: GPT-4o (2024-11-20) T

Tools JSON 33.3

GPT model for general reasoning, writing, coding, and tool-assisted tasks

openai/gpt-4o-2024-11-20 2024-11-20 128K context $2.5/M input $10/M output

9 providers

Mistral AI: Devstral 2 T

Tools Open weights 33.1

Mistral's coding-agent model for repository work, terminal tasks, and software fixes

mistral/devstral-2512 2025-12-09 262.144K context $0.4/M input $2/M output

13 providers

Mistral AI: Mistral Medium 3 T

Tools JSON 33.1

Mistral model for multilingual chat, reasoning, and tool-assisted workflows

mistral/mistral-medium-2505 2025-05-07 131.072K context $0.4/M input $2/M output

12 providers

OpenAI: GPT-4o (2024-08-06) T

Tools JSON 33.1

GPT model for general reasoning, writing, coding, and tool-assisted tasks

openai/gpt-4o-2024-08-06 2024-08-06 128K context $2.5/M input $10/M output

8 providers

NVIDIA: Nemotron 3.5 Lightning 30B A3B T

Reasoning Tools Open weights 32.6

Fast NVIDIA Nemotron MoE for reliable agentic tasks across enterprise workloads

nvidia/nemotron-3.5-lightning 2026-08-11 262.144K context $0.025/M input $0.12/M output

13 providers

OpenAI: GPT-4 Turbo T

Tools 31.9

Compact GPT model for low-latency assistance and high-volume workloads

openai/gpt-4-turbo 2023-11-06 128K context $10/M input $30/M output

16 providers

OpenAI: GPT-4o (2024-05-13) T

Tools JSON 30.9

GPT model for general reasoning, writing, coding, and tool-assisted tasks

openai/gpt-4o-2024-05-13 2024-05-13 128K context $5/M input $15/M output

6 providers

Zhipu AI: GLM-4.5-Air T

Reasoning Tools Open weights 30.6

Lighter GLM-4.5 variant for fast coding assistance and cheaper agents

zhipuai/glm-4.5-air 2025-07-28 131.072K context $0.12/M input $0.896/M output

13 providers

Mistral AI: Mistral Large 2.1 T

Open weights 29.2

Flagship Mistral model for advanced reasoning, coding, and multilingual work

mistral/mistral-large-2411 2024-11-18 131.072K context Input not listed Output not listed

2 providers

Meta: Llama-3.3-70B-Instruct T

Tools Open weights 26.0

Popular open Llama workhorse for multilingual chat, coding, and self-hosting

meta/llama-3.3-70b-instruct 2024-12-06 128K context $0.1/M input $0.32/M output

29 providers

OpenAI: GPT-4o mini T

Tools JSON 22.9

Small omni GPT for cheap multimodal assistance and production-scale traffic

openai/gpt-4o-mini 2024-07-18 128K context $0.15/M input $0.6/M output

26 providers

Google: Gemini 2.5 Flash-Lite T

Reasoning Tools JSON 19.3

Lean Gemini 2.5 lane for cheap multimodal traffic and quick agents

google/gemini-2.5-flash-lite 2025-06-17 1.04858M context $0.1/M input $0.4/M output

19 providers

Filterable model directory
Model	Creator	Score	Inputs	Context	Input	Output	Released
Fugu Ultrasakana/fugu-ultra	Sakana	58.7	T	1M	$5	$30	2026-06-15
Muse Spark Openmeta/muse-spark-open	Meta	58.5	T	1.04858M	$1.25	$4.25	2026-10-15
Qwen3.7 Maxalibaba/qwen3.7-max	Alibaba Qwen	53.5	T	1M	$2.5	$7.5	2026-05-21
Gemini 2.5 Progoogle/gemini-2.5-pro	Google	42.8	T	1.04858M	$1.25	$10	2025-06-17
Gemini 2.5 Flashgoogle/gemini-2.5-flash	Google	39.4	T	1.04858M	$0.3	$2.5	2025-06-17
GLM-4.6zhipuai/glm-4.6	Zhipu AI	38.4	T	204.8K	$0.6	$2.2	2025-09-30
Qwen3 Maxalibaba/qwen3-max	Alibaba Qwen	38.3	T	262.144K	$1.2	$6	2025-09-23
Mistral Large 3mistral/mistral-large-2512	Mistral AI	36.2	T	262.144K	$0.5	$1.5	2025-12-02
DeepSeek-R1deepseek/deepseek-r1	DeepSeek	35.7	T	128K	$0.58	$2.319	2025-01-20
GLM-4.5zhipuai/glm-4.5	Zhipu AI	34.8	T	131.072K	$0.6	$2.2	2025-07-28
GPT-4o (2024-11-20)openai/gpt-4o-2024-11-20	OpenAI	33.3	T	128K	$2.5	$10	2024-11-20
Devstral 2mistral/devstral-2512	Mistral AI	33.1	T	262.144K	$0.4	$2	2025-12-09
Mistral Medium 3mistral/mistral-medium-2505	Mistral AI	33.1	T	131.072K	$0.4	$2	2025-05-07
GPT-4o (2024-08-06)openai/gpt-4o-2024-08-06	OpenAI	33.1	T	128K	$2.5	$10	2024-08-06
Nemotron 3.5 Lightning 30B A3Bnvidia/nemotron-3.5-lightning	NVIDIA	32.6	T	262.144K	$0.025	$0.12	2026-08-11
GPT-4 Turboopenai/gpt-4-turbo	OpenAI	31.9	T	128K	$10	$30	2023-11-06
GPT-4o (2024-05-13)openai/gpt-4o-2024-05-13	OpenAI	30.9	T	128K	$5	$15	2024-05-13
GLM-4.5-Airzhipuai/glm-4.5-air	Zhipu AI	30.6	T	131.072K	$0.12	$0.896	2025-07-28
Mistral Large 2.1mistral/mistral-large-2411	Mistral AI	29.2	T	131.072K	—	—	2024-11-18
Llama-3.3-70B-Instructmeta/llama-3.3-70b-instruct	Meta	26.0	T	128K	$0.1	$0.32	2024-12-06
GPT-4o miniopenai/gpt-4o-mini	OpenAI	22.9	T	128K	$0.15	$0.6	2024-07-18
Gemini 2.5 Flash-Litegoogle/gemini-2.5-flash-lite	Google	19.3	T	1.04858M	$0.1	$0.4	2025-06-17