ModelBench
Model catalog

Models

Every model in the catalog with source-linked pricing, context limits, provider availability, and published benchmark results.

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11 models
scaleway 8K+
Lightonai: LightOnOCR-3 0.8B T
Open weights

LightOnOCR-3-0.8B is the lightest model of LightOn's LightOnOCR-3 family, with the same layout and visual understanding features as its larger siblings.

lightonai/lightonocr-3-0.8b 2026-10-08 262.144K context $2.464/M input Output not listed
1 provider
DeepSeek: DeepSeek V4.1 Flash T
Reasoning Tools Open weights

DeepSeek V4.1 Flash model for reasoning and agentic coding

deepseek/deepseek-v4.1-flash 2026-09-10 1M context $0.02/M input $1/M output
70 providers
Zhipu AI: GLM-5.3 T
Reasoning Tools Open weights

Flagship GLM model for long-horizon coding, agents, and complex project delivery

zhipuai/glm-5.3 2026-08-14 1M context $1.195/M input $4.183/M output
73 providers
Alibaba Qwen: Qwen3.8 27B T
Reasoning Tools Open weights

Dense 27B vision-language model for coding, agent tasks, and image and video understanding

alibaba/qwen3.8-27b 2026-08-14 262.144K context $0.04/M input $1.35/M output
46 providers
DeepSeek: DeepSeek V4 Flash 0731 T
Reasoning Tools JSON Open weights

Official DeepSeek V4 Flash release with enhanced agentic capabilities and integrated DSpark speculative decoding

deepseek/deepseek-v4-flash-0731 2026-07-31 1M context $0.035/M input $0.07/M output
56 providers
Zhipu AI: GLM-5.2 T
Reasoning Tools JSON Open weights

Open flagship GLM for long-horizon coding agents and million-token context work

zhipuai/glm-5.2 2026-06-13 1M context $1.195/M input $4.183/M output
81 providers
Google: Gemma 4 26B A4B IT T
Reasoning Tools JSON Open weights

Open Gemma instruction model for efficient chat and self-hosted deployments

google/gemma-4-26b-a4b-it 2026-04-02 262.144K context $0.042/M input $0.22/M output
25 providers
Alibaba Qwen: Qwen3-Coder 30B-A3B Instruct T
Tools Open weights

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
Alibaba Qwen: Qwen3 Embedding 8B T
Open weights

Multilingual text embedding model for retrieval, code search, classification, and clustering

alibaba/qwen3-embedding-8b 2025-06-05 32.768K context $0.07/M input Output not listed
4 providers
Meta: Llama-3.3-70B-Instruct T
Tools Open weights

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
Baai: BGE Multilingual Gemma2 T
Open weights

Multilingual Gemma 2 based embedding model for retrieval and semantic search

baai/bge-multilingual-gemma2 2024-07-25 8.192K context $0.112/M input Output not listed
1 provider