AI Model Catalog: 11 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

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

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

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

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
Qwen3 Maxalibaba/qwen3-max	Alibaba Qwen	38.3	T	262.144K	$1.2	$6	2025-09-23
DeepSeek-R1deepseek/deepseek-r1	DeepSeek	35.7	T	128K	$0.7	$2.5	2025-01-20
Llama-3.3-70B-Instructmeta/llama-3.3-70b-instruct	Meta	26.0	T	128K	$0.1	$0.32	2024-12-06
Gemini 2.5 Flash-Litegoogle/gemini-2.5-flash-lite	Google	19.3	T	1.04858M	$0.1	$0.4	2025-06-17