Granite 3.3 8B Instruct vs Muse Ember
Muse Ember leads the LLM Stats Score 45.9 to 1.8. Muse Ember is 2.5x cheaper per token.
IBM · Meta · Updated for 2026
Which is better?
Muse Ember leads the overall LLM Stats Score 45.9 to 1.8, ranking #47 overall.
On price, Muse Ember is roughly 2.5x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.
Muse Ember 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
- you need open weights you can self-host or fine-tune
Choose Muse Ember
- overall performance matters — it scores 45.9 and ranks #47 on LLM Stats
- your work emphasizes reasoning and coding — it leads those capability indexes
- cost matters — it's about 2.5x cheaper per token
- you process long inputs — it offers a 1,048,576 token context window
- you want the most recent training data — it shipped Nov 2026
At a glance
The differences that matter most.
Individual benchmarks
14 reported for Granite 3.3 8B Instruct · 6 for Muse Ember
Granite 3.3 8B Instruct and Muse Emberdon'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 5.0x more expensive than Muse Ember ($0.10/1M tokens).
For output processing, Granite 3.3 8B Instruct ($0.50/1M tokens) costs the same as Muse Ember ($0.50/1M tokens).
In conclusion, Granite 3.3 8B Instruct is more expensive than Muse Ember.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
Muse Ember accepts 1,048,576 input tokens compared to Granite 3.3 8B Instruct's 128,000 tokens. Muse Ember can generate longer responses up to 524,288 tokens, while Granite 3.3 8B Instruct is limited to 8,192 tokens.
Input capabilities
Documented input modalities across available providers
Both Granite 3.3 8B Instruct and Muse Ember support multimodal inputs.
They are both capable of processing various types of data, offering versatility in application.
Granite 3.3 8B Instruct
Muse Ember
License
Usage and distribution terms
Granite 3.3 8B Instruct is licensed under Apache 2.0, while Muse Ember 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 Ember was released on 2026-11-09.
Muse Ember is 19 months newer than Granite 3.3 8B Instruct.
Apr 16, 2025
1.6 years ago
Nov 9, 2026
3 days ago
1.6yr newerKnowledge Cutoff
When training data ends
Granite 3.3 8B Instruct has a documented knowledge cutoff of 2024-04-01, while Muse Ember'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 Ember's cutoff date.
Apr 2024
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Provider Availability
Granite 3.3 8B Instruct is available from Replicate. Muse Ember is available from Meta Model API.
Granite 3.3 8B Instruct
Muse Ember
Outputs Comparison
Judge for yourself.
Run your own prompts against Granite 3.3 8B Instruct and Muse Ember side-by-side, then vote on the output you prefer.
FAQ
Common questions about Granite 3.3 8B Instruct vs Muse Ember.