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Put up to 4 models beside each other — token prices, context windows, capabilities and provider, from the same catalogue the model pages read.

  1. Muse WonderMetaRemove
  2. Olmo 3.1 32B InstructAllen AIRemove
muse-wonder vs olmo-3.1-32b-instruct
AttributeMuse Wondermuse-wonderOlmo 3.1 32B Instructolmo-3.1-32b-instruct
Pricing
Input$4.00 / 1M$0.20 / 1M
Output$20.00 / 1M$0.60 / 1M
Cache Write (5m)$4.00 / 1M$0.20 / 1M
Cache Write (1h)$4.00 / 1M$0.20 / 1M
Cache Read$4.00 / 1M$0.20 / 1M
Web Search$0 / 1M$0 / 1M
Context
Max context1M65.5K
Max outputN/AN/A
Capabilities
VisionYesNo
Function CallingYesYes
JSON ModeYesYes
StreamingYesYes
Catalogue
ProviderMetaAllen AI
Categorychatchat
Charge typePay As You GoPay As You Go
Released——
Description
SummaryMuse Wonder is Meta’s frontier multimodal reasoning model, designed for complex personal and professional agentic workflows. It supports text, image, video, audio, and PDF inputs with text output and features a 1M-token context window for sustained reasoning across long-running tasks. Optimized for autonomous execution and multi-agent orchestration, Muse Wonder can plan, delegate to subagents, coordinate parallel tool use, recover from errors, and operate browsers and applications across desktop and mobile environments. With cross-conversation context retrieval and its Active Focus training approach, it is well suited for complex software engineering, multi-file refactoring, computer use, and end-to-end workflows requiring persistence, adaptability, and minimal supervision.Olmo 3.1 32B Instruct is a 32B-parameter instruction-tuned model optimized for conversational AI and multi-turn dialogue. It focuses on strong instruction following and responsive chat behavior while maintaining solid reasoning and coding performance. Released by AI2 under Apache 2.0, it is fully open and transparent.