Granite 3.3 8B Instruct vs Muse Wonder
Muse Wonder leads the LLM Stats Score 47.9 to 2.4. Granite 3.3 8B Instruct is 16.0x cheaper per token.
IBM · Meta · Updated for 2026
Which is better?
Muse Wonder leads the overall LLM Stats Score 47.9 to 2.4, ranking #29 overall.
On price, Granite 3.3 8B Instruct is roughly 16.0x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.
Muse Wonder also accepts a larger context window (1,048,576 input tokens), making it the stronger choice for long documents and large codebases.
Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.
Choose Granite 3.3 8B Instruct
- cost matters — it's about 16.0x cheaper per token
- you need open weights you can self-host or fine-tune
Choose Muse Wonder
- overall performance matters — it scores 47.9 and ranks #29 on LLM Stats
- your work emphasizes reasoning and coding — it leads those capability indexes
- you process long inputs — it offers a 1,048,576 token context window
- you want the most recent training data — it shipped Oct 2026
At a glance
The differences that matter most.
Individual benchmarks
14 reported for Granite 3.3 8B Instruct · 16 for Muse Wonder
Granite 3.3 8B Instruct and Muse Wonderdon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.
Human preference
Blind head-to-head votes and playground preference scores
Pricing Analysis
Price comparison per million tokens
For input processing, Granite 3.3 8B Instruct ($0.50/1M tokens) is 8.0x cheaper than Muse Wonder ($4.00/1M tokens).
For output processing, Granite 3.3 8B Instruct ($0.50/1M tokens) is 40.0x cheaper than Muse Wonder ($20.00/1M tokens).
In conclusion, Muse Wonder is more expensive than Granite 3.3 8B Instruct.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
Muse Wonder accepts 1,048,576 input tokens compared to Granite 3.3 8B Instruct's 128,000 tokens. Only Granite 3.3 8B Instruct specifies output context (8,192 tokens).
Input capabilities
Documented input modalities across available providers
Both Granite 3.3 8B Instruct and Muse Wonder support multimodal inputs.
They are both capable of processing various types of data, offering versatility in application.
Granite 3.3 8B Instruct
Muse Wonder
License
Usage and distribution terms
Granite 3.3 8B Instruct is licensed under Apache 2.0, while Muse Wonder uses a proprietary license.
License differences may affect how you can use these models in commercial or open-source projects.
Apache 2.0
Open weights
Proprietary
Closed source
Release Timeline
When each model was launched
Granite 3.3 8B Instruct was released on 2025-04-16, while Muse Wonder was released on 2026-10-12.
Muse Wonder is 18 months newer than Granite 3.3 8B Instruct.
Apr 16, 2025
1.5 years ago
Oct 12, 2026
-1 days ago
1.5yr newerKnowledge Cutoff
When training data ends
Granite 3.3 8B Instruct has a documented knowledge cutoff of 2024-04-01, while Muse Wonder's cutoff date is not specified.
We can confirm Granite 3.3 8B Instruct's training data extends to 2024-04-01, but cannot make a direct comparison without Muse Wonder's cutoff date.
Apr 2024
—
Provider Availability
Granite 3.3 8B Instruct is available from Replicate. Muse Wonder is available from Meta Model API.
Granite 3.3 8B Instruct
Muse Wonder
Outputs Comparison
Judge for yourself.
Run your own prompts against Granite 3.3 8B Instruct and Muse Wonder side-by-side, then vote on the output you prefer.
FAQ
Common questions about Granite 3.3 8B Instruct vs Muse Wonder.