AI Model Catalog: 11 Models Compared — Pricing, Context & Benchmarks

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

Reflection: Beam 1.0 501B A23B T

Reasoning Tools 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

StepFun: Step 3.5 Flash T

Reasoning 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

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 $0.202/M input $1.211/M output

21 providers

StepFun: Step 3.5 Flash 2603 T

Reasoning 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

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

Mistral AI: Mistral Small 4 T

Reasoning Tools JSON 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

17 providers

Mistral AI: Mistral Large 3 T

Tools JSON 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

Mistral AI: Devstral 2 T

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

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

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 2025-07-31 262.144K context $0.45/M input $2.25/M output

13 providers

Filterable model directory
Model	Creator	Score	Inputs	Context	Input	Output	Released
Muse Spark Openmeta/muse-spark-open	Meta	58.5	T	1.04858M	$1.25	$4.25	2026-10-15
Beam 1.0 501B A23Breflection/beam-1.0-501b-a23b	Reflection	49.2	T	1.04858M	$0.24	$0.98	2026-10-05
Step 3.5 Flashstepfun/step-3.5-flash	StepFun	40.4	T	256K	$0.105	$0.314	2026-01-29
Step 3.7 Flashstepfun/step-3.7-flash	StepFun	40.0	T	256K	$0.202	$1.211	2026-05-29
Step 3.5 Flash 2603stepfun/step-3.5-flash-2603	StepFun	38.5	T	256K	$0.105	$0.314	2026-04-02
GLM-4.6zhipuai/glm-4.6	Zhipu AI	38.4	T	204.8K	$0.6	$2.2	2025-09-30
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	2025-12-02
Devstral 2mistral/devstral-2512	Mistral AI	33.1	T	262.144K	$0.4	$2	2025-12-09
Nemotron 3.5 Lightning 30B A3Bnvidia/nemotron-3.5-lightning	NVIDIA	32.6	T	262.144K	$0.025	$0.12	2026-08-11
Qwen3-Coder 30B-A3B Instructalibaba/qwen3-coder-30b-a3b-instruct	Alibaba Qwen	27.8	T	262.144K	$0.45	$2.25	2025-07-31