AI Model Catalog: 24 Models Compared — Pricing, Context & Benchmarks

Sakana: Fugu Ultra T

Reasoning Tools JSON 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

11 providers

Alibaba Qwen: Qwen3.7 Max T

Reasoning Tools 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

31 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

29 providers

OpenAI: GPT-5-Codex T

Reasoning Tools JSON 40.9

Coding-optimized GPT model for repository edits, reviews, and agentic software work

openai/gpt-5-codex 2025-09-15 400K context $1.1/M input $9/M output

13 providers

StepFun: Step 3.5 Flash T

Open weights 40.4

StepFun flash lane for quick multimodal reasoning and coding assistance

stepfun/step-3.5-flash 2026-01-29 256K context $0.1/M input $0.3/M output

14 providers

StepFun: Step 3.7 Flash T

Reasoning Tools JSON Open weights 40.0

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

stepfun/step-3.7-flash 2026-05-29 256K context $0.185/M input $1.11/M output

17 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

30 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

18 providers

Alibaba Qwen: Qwen3 Max T

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

20 providers

Mistral AI: Mistral Small 4 T

Reasoning Tools Open weights 38.0

Fast Mistral production model for chat, extraction, and cost-sensitive agents

mistral/mistral-small-2603 2026-03-16 256K context $0.15/M input $0.6/M output

12 providers

Mistral AI: Mistral Large 3 T

Open weights 36.2

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

mistral/mistral-large-2512 2024-11-01 262.144K context $0.5/M input $1.5/M output

12 providers

DeepSeek: DeepSeek-R1 T

Reasoning Tools Open weights 35.7

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

deepseek/deepseek-r1 2025-01-20 128K context $0.7/M input $2.5/M output

14 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

14 providers

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

Tools 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

8 providers

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

Tools 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

7 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

OpenAI: GPT-4 Turbo T

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

15 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

5 providers

Alibaba Qwen: Qwen3-Coder 30B-A3B Instruct T

Tools Open weights 27.8

Smaller Qwen coder for efficient local agents and repo-level fixes

alibaba/qwen3-coder-30b-a3b-instruct 2025-04 262.144K context $0.45/M input $2.25/M output

12 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

25 providers

Perplexity: Sonar T

JSON 22.9

Fast web-grounded Sonar for current answers, citations, and lightweight retrieval

perplexity/sonar 2024-01-01 128K context $1/M input $1/M output

9 providers

OpenAI: GPT-4o mini T

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

23 providers

Perplexity: Sonar Pro T

JSON 22.6

Deeper Sonar search model with broader retrieval and stronger synthesis

perplexity/sonar-pro 2024-01-01 200K context $3/M input $15/M output

9 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

18 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
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
GPT-5-Codexopenai/gpt-5-codex	OpenAI	40.9	T	400K	$1.1	$9	2025-09-15
Step 3.5 Flashstepfun/step-3.5-flash	StepFun	40.4	T	256K	$0.1	$0.3	2026-01-29
Step 3.7 Flashstepfun/step-3.7-flash	StepFun	40.0	T	256K	$0.185	$1.11	2026-05-29
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 Small 4mistral/mistral-small-2603	Mistral AI	38.0	T	256K	$0.15	$0.6	2026-03-16
Mistral Large 3mistral/mistral-large-2512	Mistral AI	36.2	T	262.144K	$0.5	$1.5	2024-11-01
DeepSeek-R1deepseek/deepseek-r1	DeepSeek	35.7	T	128K	$0.7	$2.5	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
GPT-4o (2024-08-06)openai/gpt-4o-2024-08-06	OpenAI	33.1	T	128K	$2.5	$10	2024-08-06
Devstral 2mistral/devstral-2512	Mistral AI	33.1	T	262.144K	$0.4	$2	2025-12-09
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
Qwen3-Coder 30B-A3B Instructalibaba/qwen3-coder-30b-a3b-instruct	Alibaba Qwen	27.8	T	262.144K	$0.45	$2.25	2025-04
Llama-3.3-70B-Instructmeta/llama-3.3-70b-instruct	Meta	26.0	T	128K	$0.1	$0.32	2024-12-06
Sonarperplexity/sonar	Perplexity	22.9	T	128K	$1	$1	2024-01-01
GPT-4o miniopenai/gpt-4o-mini	OpenAI	22.9	T	128K	$0.15	$0.6	2024-07-18
Sonar Properplexity/sonar-pro	Perplexity	22.6	T	200K	$3	$15	2024-01-01
Gemini 2.5 Flash-Litegoogle/gemini-2.5-flash-lite	Google	19.3	T	1.04858M	$0.1	$0.4	2025-06-17