Ling 3.0 Flash Fin vs Muse Glimmer-30B
Ling 3.0 Flash Fin leads the LLM Stats Score 43.0 to 35.0. Ling 3.0 Flash Fin is 5.8x cheaper per token.
InclusionAI · Meta · Updated for 2026
Which is better?
Ling 3.0 Flash Fin leads the overall LLM Stats Score 43.0 to 35.0, ranking #44 overall.
In the 1 individual benchmarks reported for both models, Ling 3.0 Flash Fin wins 1; this is a narrower head-to-head signal than the composite indexes.
On price, Ling 3.0 Flash Fin is roughly 5.8x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.
Ling 3.0 Flash Fin also accepts a larger context window (262,144 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 Ling 3.0 Flash Fin
- overall performance matters — it scores 43.0 and ranks #44 on LLM Stats
- your work emphasizes reasoning and agents — it leads those capability indexes
- you value its reported benchmark strengths — it wins 1 of 1 exact shared results
- cost matters — it's about 5.8x cheaper per token
- you process long inputs — it offers a 262,144 token context window
- you want the most recent training data — it shipped Sep 2026
Choose Muse Glimmer-30B
- you need open weights you can self-host or fine-tune
At a glance
The differences that matter most.
Capability indexes
Additional strengths measured across groups of related public benchmarks
Individual benchmarks
6 reported for Ling 3.0 Flash Fin · 25 for Muse Glimmer-30B
Ling 3.0 Flash Fin outperforms in 1 benchmarks (Tau3 Banking), while Muse Glimmer-30B is better at 0 benchmarks.
Ling 3.0 Flash Fin significantly outperforms across most benchmarks.
Human preference
Blind head-to-head votes and playground preference scores
Pricing Analysis
Price comparison per million tokens
For input processing, Ling 3.0 Flash Fin ($0.06/1M tokens) is 5.0x cheaper than Muse Glimmer-30B ($0.30/1M tokens).
For output processing, Ling 3.0 Flash Fin ($0.18/1M tokens) is 6.7x cheaper than Muse Glimmer-30B ($1.20/1M tokens).
In conclusion, Muse Glimmer-30B is more expensive than Ling 3.0 Flash Fin.*
* Using a 3:1 ratio of input to output tokens
Model Size
Parameter count comparison
Ling 3.0 Flash Fin has 94.4B more parameters than Muse Glimmer-30B, making it 318.9% larger.
Context Window
Maximum input and output token capacity
Ling 3.0 Flash Fin accepts 262,144 input tokens compared to Muse Glimmer-30B's 131,072 tokens. Ling 3.0 Flash Fin can generate longer responses up to 262,144 tokens, while Muse Glimmer-30B is limited to 131,072 tokens.
Input capabilities
Documented input modalities across available providers
Muse Glimmer-30B supports multimodal inputs, whereas Ling 3.0 Flash Fin does not.
Muse Glimmer-30B can handle both text and other forms of data like images, making it suitable for multimodal applications.
Ling 3.0 Flash Fin
Muse Glimmer-30B
Release Timeline
When each model was launched
Ling 3.0 Flash Fin was released on 2026-09-03, while Muse Glimmer-30B was released on 2026-08-10.
Ling 3.0 Flash Fin is 1 month newer than Muse Glimmer-30B.
Sep 3, 2026
2 weeks ago
3w newerAug 10, 2026
1 months ago
Knowledge Cutoff
When training data ends
Muse Glimmer-30B has a documented knowledge cutoff of 2026-01-04, while Ling 3.0 Flash Fin's cutoff date is not specified.
We can confirm Muse Glimmer-30B's training data extends to 2026-01-04, but cannot make a direct comparison without Ling 3.0 Flash Fin's cutoff date.
—
Jan 2026
Provider Availability
Ling 3.0 Flash Fin is available from DeepInfra. Muse Glimmer-30B is available from DeepInfra.
Ling 3.0 Flash Fin
Muse Glimmer-30B
Outputs Comparison
Judge for yourself.
Run your own prompts against Ling 3.0 Flash Fin and Muse Glimmer-30B side-by-side, then vote on the output you prefer.
FAQ
Common questions about Ling 3.0 Flash Fin vs Muse Glimmer-30B.