All comparisons

Trinity-Large-Thinking vs DeepSeek V3

Side-by-side comparison of specifications, capabilities, and pricing.

	Trinity-Large-Thinking Arcee AI	DeepSeek V3 DeepSeek
Released	2026-04-01	2024-12-26
Context window	256K	64k
Parameters	400B	671B
Architecture	Sparse Mixture of Experts (MoE)	mixture of experts
License	Apache 2.0	Open Source
Knowledge cutoff	—	2024-04
Capabilities
Vision
Multimodal
Reasoning
Function calling
Tool use
Structured Outputs
Code execution
Availability
Providers	Arcee AIOpenRouter	DeepInfraFireworks AIDeepSeek PlatformMicrosoft FoundryOpenRouterNVIDIA NIMAWS BedrockTogether AIBitdeer AISiliconFlowReplicate API

Benchmarks

HellaSwag—95.7HumanEval—85.5Massive Multitask Language Understanding—88.5LiveCodeBench—49.6Aider Polyglot—48.4BigCodeBench—50.0Chatbot Arena—1302.0MMLU PRO—75.9