meta

Meta: Muse Ember

Quality Score
100/100
price + capability + benchmarks
Input Price
$0.10
per 1M tokens · checked 2026-11-12
Output Price
$0.50
per 1M tokens · checked 2026-11-12
Context Window
1,048,576
tokens

Meta: Muse Ember accepts text, image, video, file, and audio input. It offers a context window of 1,048,576 tokens and allows up to 943,718 completion tokens, so very long documents and lengthy outputs can fit in a single request. It supports tool calling and reasoning. Structured output support is not listed, so confirm it before relying on schema-constrained responses. At $0.10 per million input tokens and $0.50 per million output tokens, its low per-token price suits high-volume or long-context workloads where cost per call matters. Its blended benchmark score of 56.7 rests on a single independent benchmark, an AI Index score of 59.4, so its standing is only lightly evidenced. Shortlist it for cost-sensitive work that mixes media types or needs very long inputs, but test it on your own tasks before committing.

Benchmark results

Independent, published benchmarks. Blended score 56.7 across 1 benchmark, last refreshed 2026-11-12. How scoring works →

BenchmarkMeasuresScore
AI Index broad capability composite 59.4
Model ID
meta/muse-ember
Vendor
meta
Released
November 2026
Tokenizer
Other
Input Modalities
text, image, video, file, audio
Output Modalities
text
Max Output
943,718 tokens
Tool Calling
✓ supported
Structured Output
✓ supported
Reasoning Mode
✓ supported
Vision
✓ accepts images
Audio
✓ accepts audio
Moderated
yes

What it costs in practice

Computed from the current $0.10/M input and $0.50/M output rates. Run your own numbers →

JobTokensCost
Summarize a 50-page report 30k in / 1.5k out under $0.01
Classify 1,000 customer emails 500k in / 50k out $0.08
A month of a busy support chatbot 5M in / 2M out $1.50

Strong choice for

Category rankings

Where Meta: Muse Ember places across the 35 categories it ranks in. How we rank →

#CategoryScore
#1 TranscriptionVoice · of 25 ranked 123
#1 Video Auto-TaggingVideo · of 25 ranked 123
#2 Image CaptioningVision · of 25 ranked 120
#3 TTS ReplacementVoice · of 25 ranked 115
#4 Code CompletionCode · of 25 ranked 133
#4 Short-Form SummarizationWriting · of 25 ranked 126
#4 Email DraftingWriting · of 25 ranked 122
#4 Language LearningEducation · of 25 ranked 122
#4 Chat CompanionPersonal · of 25 ranked 126
#5 Trivia & General KnowledgePersonal · of 25 ranked 116
#7 Audio SummarizationVoice · of 25 ranked 147
#8 Video SummarizationVideo · of 25 ranked 147
#10 Sales / Cold EmailBusiness · of 25 ranked 118
#10 Job Application DraftingBusiness · of 25 ranked 118
#10 Journaling HelperPersonal · of 25 ranked 118
#10 Recipe GenerationPersonal · of 25 ranked 118
#17 Regex WritingCode · of 25 ranked 125
#17 Language TranslationWriting · of 25 ranked 125
#17 Resume WritingBusiness · of 25 ranked 112
#17 Tutoring for KidsPersonal · of 25 ranked 125
#18 Code DocumentationCode · of 25 ranked 137
#18 Meeting NotesBusiness · of 25 ranked 139
#19 Social Media PostsWriting · of 25 ranked 119
#19 Voice Assistant BackendVoice · of 25 ranked 123
#21 Marketing CopyWriting · of 25 ranked 119
#21 Standardized Test PrepEducation · of 25 ranked 119
#21 Screenshot DebuggingVision · of 25 ranked 130
#22 Character RoleplayPersonal · of 25 ranked 138
#23 Long-Document SummarizationWriting · of 25 ranked 147
#23 Function / Tool CallingAgents · of 25 ranked 120
#24 Blog Post WritingWriting · of 25 ranked 129
#24 SOP / Process DocsBusiness · of 25 ranked 120
#24 Trip PlanningPersonal · of 25 ranked 129
#25 Customer SupportBusiness · of 25 ranked 127
#25 Diagram ExtractionVision · of 25 ranked 131

Similar models

Quick answers

How much does Meta: Muse Ember cost?
$0.10 per million input tokens and $0.50 per million output tokens.
What is Meta: Muse Ember's context window?
1,048,576 tokens, roughly 1,572 pages of text in a single request.
Does Meta: Muse Ember support tool calling?
It supports tool calling, structured output, a reasoning mode.
Can Meta: Muse Ember process images?
Yes, it accepts image input.

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