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

14 providers

Meta: Muse Spark Open T

Reasoning Tools JSON 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

Reflection: Beam 1.0 501B A23B T

Reasoning Tools JSON Open weights 49.2

Sparse mixture-of-experts reasoning model with 23B active parameters for coding and agentic workflows

reflection/beam-1.0-501b-a23b 2026-10-05 1.04858M context $0.24/M input $0.98/M output

9 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

OpenAI: GPT-5-Codex T

Reasoning Tools 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 $0.105/M input $0.314/M output

15 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

StepFun: Step 3.5 Flash 2603 T

Reasoning Tools Open weights 38.5

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

stepfun/step-3.5-flash-2603 2026-04-02 256K context $0.105/M input $0.314/M output

6 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

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

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
Beam 1.0 501B A23Breflection/beam-1.0-501b-a23b	Reflection	49.2	T	1.04858M	$0.24	$0.98	2026-10-05
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	$0.105	$0.314	2026-01-29
Gemini 2.5 Flashgoogle/gemini-2.5-flash	Google	39.4	T	1.04858M	$0.3	$2.5	2025-06-17
Step 3.5 Flash 2603stepfun/step-3.5-flash-2603	StepFun	38.5	T	256K	$0.105	$0.314	2026-04-02
Qwen3 Maxalibaba/qwen3-max	Alibaba Qwen	38.3	T	262.144K	$1.2	$6	2025-09-23
Nemotron 3.5 Lightning 30B A3Bnvidia/nemotron-3.5-lightning	NVIDIA	32.6	T	262.144K	$0.025	$0.12	2026-08-11