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Grok 3 Mini vs Muse Spark 1.2

Pricing verdict: Grok 3 Mini vs Muse Spark 1.2: Grok 3 Mini is cheaper for input-heavy usage ($0.30/M vs $1.25/M input tokens), while Muse Spark 1.2 is better for long-context tasks (1,000,000 tokens).

Direct answer: choose Grok 3 Mini for lower token spend and choose Muse Spark 1.2 when your workload needs longer context.

Compare API pricing, input and output token costs, context windows, and monthly estimates on one page so you can pick the right model fast.

xAI
Grok 3 Mini
vs
Meta (via Together AI)
Muse Spark 1.2

Cost Comparison (1000 input + 500 output tokens, 100 requests/day)

Grok 3 Mini

Per Request:$0.000550
Daily:$0.055
Monthly:$1.65
Yearly:$20.075

Muse Spark 1.2

Per Request:$0.003375
Daily:$0.3375
Monthly:$10.125
Yearly:$123.1875

Cost Differences

+$0.002825
Per Request
+$0.2825
Daily
+$8.475
Monthly
+$103.1125
Yearly

Muse Spark 1.2 costs more than Grok 3 Mini

Quick Recommendation

Winner for direct API pricing: Grok 3 Mini. At the default workload, Grok 3 Mini saves about $8.475/month ($103.1125/year) versus Muse Spark 1.2.

Feature Comparison

FeatureGrok 3 MiniMuse Spark 1.2
ProviderxAIMeta (via Together AI)
Input Price$0.30/1M tokens$1.25/1M tokens
Output Price$0.50/1M tokens$4.25/1M tokens
Context Window128,000 tokens1,000,000 tokens
Max Output131,072 tokens131,072 tokens
Categoryefficientcoding
Capabilities
textreasoningcode
textvisionaudiovideocodereasoning
Release Date2/17/20258/5/2026

Grok 3 Mini vs Muse Spark 1.2: Which Should You Choose?

Choosing between Grok 3 Mini and Muse Spark 1.2 depends on your priorities: cost efficiency, context length, or raw capability. Grok 3 Mini is the more affordable option at $0.30/1M input tokens — 76% cheaper than Muse Spark 1.2. Meanwhile, Muse Spark 1.2 offers a significantly larger context window at 1,000,000 tokens vs 128,000 for Grok 3 Mini.

These models come from different providers — xAI and Meta (via Together AI) — which means different API ecosystems, SDKs, rate limits, and terms of service. If you're already integrated with xAI, switching to Meta (via Together AI)involves migration effort beyond just pricing. Factor in your existing infrastructure when deciding.

These models target different tiers: Grok 3 Mini is a efficient model while Muse Spark 1.2 is coding. This means they're optimized for different workloads. Muse Spark 1.2 targets more demanding workloads, while Grok 3 Mini provides a cost-effective option for everyday tasks.

Output costs matter too. Grok 3 Mini charges $0.50/1M output tokens vs $4.25 for Muse Spark 1.2. For generation-heavy workloads (content creation, code generation, summarization), output pricing often dominates your bill. Grok 3 Mini has the edge here at $0.50/1M output tokens.

Multimodal capabilities: Muse Spark 1.2 supports vision (image inputs) while Grok 3 Mini is text-only. If your application needs image understanding, this narrows your choice.

Best Use Cases

Choose Grok 3 Mini when:

  • • Budget is a primary concern
  • • You're already using xAI's API ecosystem
  • • You're running high-volume, latency-sensitive workloads

Choose Muse Spark 1.2 when:

  • • You need a larger context window (1,000,000 tokens)
  • • You need more capabilities (vision, audio, video)
  • • You're already using Meta (via Together AI)'s API ecosystem

Pros and Caveats at a Glance

Grok 3 Mini

  • Input pricing: $0.30/M tokens
  • Output pricing: $0.50/M tokens
  • Context window: 128,000 tokens
  • Max output: 131,072 tokens

Watch out for

  • Smaller context window than Muse Spark 1.2

Muse Spark 1.2

  • Input pricing: $1.25/M tokens
  • Output pricing: $4.25/M tokens
  • Context window: 1,000,000 tokens
  • Max output: 131,072 tokens

Watch out for

  • Higher input cost than Grok 3 Mini
  • Higher output cost than Grok 3 Mini

Try Different Scenarios

Use the calculator below to see how costs change with different usage patterns

Grok 3 Mini (xAI)

Muse Spark 1.2 (Meta (via Together AI))

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Start using Muse Spark 1.2 today

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Frequently Asked Questions

Which is cheaper, Grok 3 Mini or Muse Spark 1.2?
Grok 3 Mini is cheaper for input tokens at $0.30 per million tokens vs $1.25 for Muse Spark 1.2 — that's 76% savings on input costs.
What is the context window difference between Grok 3 Mini and Muse Spark 1.2?
Grok 3 Mini supports 128,000 tokens while Muse Spark 1.2 supports 1,000,000 tokens — a difference of 872,000 tokens in favor of Muse Spark 1.2.
Which model is better for AI Agent / Agentic Workflows?
Both models support text, code, reasoning. For ai agent / agentic workflows, Grok 3 Mini is the lower-cost option, while Muse Spark 1.2 offers a larger context window (1,000,000 vs 128,000 tokens). Choose Grok 3 Mini for budget sensitivity or Muse Spark 1.2 for longer context tasks.
Which model has better overall pricing for heavy usage?
At 100 requests/day with 1,000 input and 500 output tokens each, Grok 3 Mini costs about $1.65/month and Muse Spark 1.2 costs about $10.125/month. Overall, Grok 3 Mini has lower combined input + output rates ($0.30 in, $0.50 out) vs Muse Spark 1.2.
Where can I compare xAI and Meta (via Together AI) API pricing beyond this model matchup?
See the xAI vs Meta (via Together AI) provider comparison page for lineup-level averages, then review each model page for exact per-token rates.

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