Alternatives · 15 models compared · checked 1 Sep 2026
Muse Spark 1.2 Contributor alternatives: 15 models in or near grid C5
The closest model to Muse Spark 1.2 Contributor on the atlas is Claude Haiku 5.5, in the same square, at $0.10 per 1M input tokens against Muse Spark 1.2 Contributor’s . 4 of the 15 nearest models are cheaper on input; the cheapest is Qwen3.7 Flash at $0.03. We rank by position on the atlas, not by capability, because we hold no capability data.
$0.10
observed We measured
- Source
- Our catalogue
- Retrieved
- 1 Sep 2026
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Cite this page
ModelsAtlas. “Muse Spark 1.2 Contributor alternatives: 15 models in or near grid C5”. Retrieved 1 Sep 2026. https://modelsatlas.com/models/meta/muse-spark-1-2-contributor/alternatives
Where the alternatives sit
Each square is a price band (A–H) × a context band (1–6). How the grid works
Same squareGRIDC511 modelsClaude Haiku 5.5, DeepSeek V4 Flash Vision Exp, Gemini 3.1 Flash Lite and 8 more
Muse Spark 1.2 ContributorIts 15 nearest modelsOther modelsOpen weights
View the map as a table (2 squares)
| Square | Price band | Context band | Models |
|---|---|---|---|
| GRIDB5 | <$0.10 | 1M | Qwen3.7 Flash, Qwen3.5-Flash, Nemotron 3.5 Lightning (free), DeepSeek V4 Flash 0731 |
| GRIDC5 | $0.10–0.30 | 1M | Muse Spark 1.2 Contributor, Claude Haiku 5.5, Muse Spark 1.3 Contributor, Qwen3.8 Flash, Qwen3.8 Omni Flash, Llama 4 Maverick, Qwen3.6 Flash, MiniMax-01, DeepSeek V4 Flash Vision Exp, Gemini 3.1 Flash Lite, Gemini 3.1 Flash Lite Preview, Qwen-Plus |
Top 15 alternatives
Ranked by steps away on the atlas, then cheaper before pricier, then input price
| # | Model | Grid | Why it fits | Input / 1M | vs Muse Spark 1.2 Contributor | Output / 1M | Context | |
|---|---|---|---|---|---|---|---|---|
| — | Muse Spark 1.2 ContributorMeta · the model you’re replacing | GRIDC5 | Baseline | $0.10 | — | $0.20 | 1.05M | |
| 1 | Claude Haiku 5.5Anthropic | GRIDC5 | Same square, same input price | $0.10 | same | $0.50 | 1M | Compare → |
| 2 | Muse Spark 1.3 ContributorMeta | GRIDC5 | Same maker, same square, same input price | $0.10 | same | $0.20 | 1.05M | Compare → |
| 3 | Qwen3.8 FlashQwen (Alibaba) | GRIDC5 | Same square, 50% pricier input | $0.15 | +50% | $0.47 | 1M | Compare → |
| 4 | Qwen3.8 Omni FlashQwen (Alibaba) | GRIDC5 | Same square, 50% pricier input | $0.15 | +50% | $0.47 | 1M | Compare → |
| 5 | Llama 4 MaverickMeta | GRIDC5 | Same maker, same square, 87% pricier input | $0.19 | +87% | $0.65 | 1.05M | Compare → |
| 6 | Qwen3.6 FlashQwen (Alibaba) | GRIDC5 | Same square, 87% pricier input | $0.19 | +87% | $1.13 | 1M | Compare → |
| 7 | MiniMax-01MiniMax | GRIDC5 | Same square, 100% pricier input | $0.20 | +100% | $1.10 | 1M | |
| 8 | DeepSeek V4 Flash Vision ExpDeepSeek | GRIDC5 | Same square, 116% pricier input | $0.22 | +116% | $0.65 | 1.05M | |
| 9 | Gemini 3.1 Flash LiteGoogle | GRIDC5 | Same square, 150% pricier input | $0.25 | +150% | $1.50 | 1.05M | |
| 10 | Gemini 3.1 Flash Lite PreviewGoogle | GRIDC5 | Same square, 150% pricier input | $0.25 | +150% | $1.50 | 1.05M | |
| 11 | Qwen-PlusQwen (Alibaba) | GRIDC5 | Same square, 160% pricier input | $0.26 | +160% | $0.78 | 1M | |
| 12 | Qwen3.7 FlashQwen (Alibaba) | GRIDB5 | Neighbouring square B5, 70% cheaper input | $0.03 | −70% | $0.13 | 1M | |
| 13 | Qwen3.5-FlashQwen (Alibaba) | GRIDB5 | Neighbouring square B5, 35% cheaper input | $0.07 | −35% | $0.26 | 1M | |
| 14 | Nemotron 3.5 Lightning (free)NVIDIA | GRIDB5 | Neighbouring square B5, 30% cheaper input | $0.07 | −30% | $0.20 | 1M | |
| 15 | DeepSeek V4 Flash 0731DeepSeek | GRIDB5 | Neighbouring square B5, 17% cheaper input | $0.08 | −17% | $0.17 | 1.05M |
What switching saves
3,000 input + 800 output tokens × 1,000 requests a day
Σ Derived from standard-tier prices; excludes caching and batch discounts. Use your own numbers →
Larger-context alternatives
| Model | Input / 1M | Context | |
|---|---|---|---|
| GPT-6 LunaOpenAI | $0.10 | 1.05M | Compare |
| Llama 4 ScoutMeta | $0.10 | 1.31M | Compare |
| GPT-5.6 LunaOpenAI | $0.20 | 1.05M | |
| Grok 4.20xAI | $1.25 | 2M | |
| Grok 4.20 Multi-AgentxAI | $1.25 | 2M |
Free alternatives
| Model | Input / 1M | Context | |
|---|---|---|---|
| Lyria 3 Clip PreviewGoogle | Free | 1.05M | |
| Lyria 3 Pro PreviewGoogle | Free | 1.05M |
Compare Muse Spark 1.2 Contributor head to head
Questions
What is the best alternative to Muse Spark 1.2 Contributor?
Claude Haiku 5.5 ranks first: same square, same input price. Input is $0.10 per 1M tokens against $0.10 for Muse Spark 1.2 Contributor. Ranking is by position on the atlas, not by quality.
What is the cheapest alternative to Muse Spark 1.2 Contributor?
Qwen3.7 Flash at $0.03 per 1M input tokens, 70% less than Muse Spark 1.2 Contributor, among the 15 closest.
Is there an open-weight alternative to Muse Spark 1.2 Contributor?
None of the 15 closest is marked open-weight in our records.
Which alternative has a larger context window?
None of the 15 closest holds more than Muse Spark 1.2 Contributor's 1.05M.
How are alternatives ranked?
By distance on the atlas grid from Muse Spark 1.2 Contributor's square C5: the same square first, then neighbouring squares. Within the same distance, cheaper models come before pricier ones, then the lowest input price wins. We hold no capability data, so we do not claim a model can do what Muse Spark 1.2 Contributor does, only that it costs and holds about the same. No vendor pays for position.
More alternatives
Keep going in your AI
Opens with this page as the source. We add nothing else to the prompt.
- What is the best alternative to Muse Spark 1.2 Contributor?
- What is the cheapest alternative to Muse Spark 1.2 Contributor?
- Is there an open-weight alternative to Muse Spark 1.2 Contributor?