19 models
Ranked by SWE-Bench Verified
Reasoning Tools JSON Open weights 80.6

Open MoE flagship with million-token context for coding and long agent runs

deepseek/deepseek-v4-pro 2026-04-24 1M context $0.435/M input $0.87/M output
62 providers
Reasoning Tools Open weights 80.5

MiniMax multimodal model for long-context coding, perception, and agent planning

minimax/MiniMax-M3 2026-06-01 1.04858M context $0.3/M input $1.2/M output
37 providers
Reasoning Tools JSON Open weights 80.2

Multimodal Kimi workhorse for agent loops, coding tasks, and visual context

moonshotai/kimi-k2.6 2026-04-21 262.144K context $0.95/M input $4/M output
64 providers
Reasoning Tools Open weights 79.9

Open MiniMax flagship for coding agents, office automation, and complex environments

minimax/MiniMax-M2.7 2026-03-18 204.8K context $0.3/M input $1.2/M output
35 providers
Reasoning Tools JSON Open weights 79.0

Fast DeepSeek V4 lane for economical reasoning, coding, and long-context work

deepseek/deepseek-v4-flash 2026-04-24 1M context $0.15/M input $0.6/M output
62 providers
Reasoning Tools Open weights 78.9

Stronger MiMo Pro tier for multimodal reasoning and coding-agent execution

xiaomi/mimo-v2.5-pro 2026-04-22 1.04858M context $0.435/M input $0.87/M output
24 providers
Reasoning Tools JSON Open weights 78.0

Tencent Hy reasoning model for coding, instruction following, and agent tasks

tencent/hy3 2026-07-06 256K context $0.066/M input $0.26/M output
17 providers
Reasoning Tools JSON Open weights 76.4

Large open Qwen multimodal MoE for visual agents and long technical tasks

alibaba/qwen3.5-397b-a17b 2026-02-15 262.144K context $0.6/M input $3.6/M output
18 providers
Reasoning Tools Open weights 75.8

Prior MiniMax coding model for agent workflows, office edits, and automation

minimax/MiniMax-M2.5 2026-02-12 204.8K context $0.3/M input $1.2/M output
35 providers
Reasoning Tools Open weights 74.0

Earlier MiniMax agent model for practical coding and productivity tasks

minimax/MiniMax-M2.1 2025-12-23 204.8K context $0.3/M input $1.2/M output
16 providers
Reasoning Tools Open weights 73.8

Mature GLM model for dependable coding, reasoning, and structured agent tasks

zhipuai/glm-4.7 2025-12-22 204.8K context $0.6/M input $2.2/M output
30 providers
Reasoning Tools JSON Open weights 73.4

Open multimodal Qwen MoE for local agents that need vision, audio, and code

alibaba/qwen3.6-35b-a3b 2026-04-17 262.144K context $0.248/M input $1.485/M output
19 providers
Reasoning Tools Open weights 72.8

General GLM flagship for coding, analysis, and tool-heavy engineering workflows

zhipuai/glm-5 2026-02-12 204.8K context $1/M input $3.2/M output
37 providers
Tools Open weights 71.3

Thinking Kimi model for slower research passes, planning, and hard technical questions

moonshotai/kimi-k2-thinking 2025-11-06 262.144K context $0.4/M input $2.5/M output
22 providers
Tools Open weights 70.8

Earlier Kimi frontier model for long-context agents, coding, and multimodal work

moonshotai/kimi-k2.5 2026-01 262.144K context $0.3/M input $1.9/M output
46 providers
Reasoning Tools Open weights 70.7

Largest Nemotron 3 model for maximum open-weight reasoning and agent accuracy

nvidia/nemotron-3-ultra-550b-a55b 2026-06-04 1M context $0.5/M input $2.5/M output
15 providers
Reasoning Tools Open weights 69.4

Efficient open MiniMax model built for coding agents and tool-heavy workflows

minimax/MiniMax-M2 2025-10-27 204.8K context $0.3/M input $1.2/M output
14 providers
Reasoning Tools Open weights 59.2

Budget GLM lane for fast coding help, routing, and everyday automation

zhipuai/glm-4.7-flash 2026-01-19 200K context $0.06/M input $0.4/M output
14 providers
Tools Open weights 53.6

Mistral coding agent model for repository tasks and software engineering workflows

mistral/devstral-small-2507 2025-07-10 128K context $0.1/M input $0.3/M output
3 providers