API cost decision in 10 seconds

NewGrok 4.7 vs Muse Spark 1.3 Contributor

Pick Muse Spark 1.3 Contributor when budget and context both matter.

Page updated:  Data confirmed:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Muse Spark 1.3 Contributor when budget and context both matter.

On the standard 1M input plus 500K output workload, Muse Spark 1.3 Contributor is estimated at $0.2 vs $4 for Grok 4.7, saving $3.8 (95% lower).

Cost-first pickMuse Spark 1.3 Contributor
Context-first pickMuse Spark 1.3 Contributor
Sample savings$3.895%
10x traffic gap$38

Muse Spark 1.3 Contributor is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $38. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Muse Spark 1.3 Contributor stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickGrok 4.7Muse Spark 1.3 Contributor
Input-heavy / RAG5M input + 500K outputMuse Spark 1.3 Contributor$10.4$0.6
Balanced workload1M input + 1M outputMuse Spark 1.3 Contributor$6.4$0.3
Output-heavy chatbot1M input + 5M outputMuse Spark 1.3 Contributor$25.6$1.1
Cheaper input Muse Spark 1.3 Contributor $1.6 vs $0.1 / 1M

Muse Spark 1.3 Contributor is $1.5 cheaper per 1M input tokens (93.8% lower; 16x difference).

Cheaper output Muse Spark 1.3 Contributor $4.8 vs $0.2 / 1M

Muse Spark 1.3 Contributor is $4.6 cheaper per 1M output tokens (95.8% lower; 24x difference).

Larger context Muse Spark 1.3 Contributor 500K vs 1.05M

Muse Spark 1.3 Contributor has 548.58K more context (2.1x larger).

Sample workload Muse Spark 1.3 Contributor $4 vs $0.2

Muse Spark 1.3 Contributor is $3.8 cheaper on the standard workload (95% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Grok 4.7 Calculating… Estimated API cost
Muse Spark 1.3 Contributor Calculating… Estimated API cost
Cheaper for this workload Calculating… Difference: calculating…

This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.

Quick Decision

Verdict

Muse Spark 1.3 Contributor has the lower input price; Muse Spark 1.3 Contributor has the lower output price; Muse Spark 1.3 Contributor offers the larger context window. For the 1M input plus 500K output sample, Muse Spark 1.3 Contributor is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $4 for Grok 4.7 and $0.2 for Muse Spark 1.3 Contributor.

Best Fit

Choose Grok 4.7 when its provider, model quality, latency, or availability is more important than the numeric price/context winner.

Choose Muse Spark 1.3 Contributor when you care most about lower input-token price, lower output-token price, and larger context window.

Decision Notes
  • On the standard 1M input plus 500K output workload, Muse Spark 1.3 Contributor is estimated at $0.2 vs $4 for Grok 4.7, saving $3.8 (95% lower).
  • Muse Spark 1.3 Contributor is $3.8 cheaper on the standard workload (95% lower).
  • Muse Spark 1.3 Contributor is $1.5 cheaper per 1M input tokens (93.8% lower; 16x difference).
  • Muse Spark 1.3 Contributor is $4.6 cheaper per 1M output tokens (95.8% lower; 24x difference).
  • Muse Spark 1.3 Contributor has 548.58K more context (2.1x larger).
Head-to-Head Specs
FeatureNewGrok 4.7
(SpaceXAI)
Muse Spark 1.3 Contributor
(Meta)
Input Price
prompt tokens per 1M
$1.6$0.1
Completion Price
per 1M tokens
$4.8$0.2
Sample Workload Cost
1M input + 500K output
$4$0.2
Context Window500K1.05M
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionMuse Spark 1.3 ContributorOn the standard 1M input plus 500K output workload, Muse Spark 1.3 Contributor is estimated at $0.2 vs $4 for Grok 4.7, saving $3.8 (95% lower).
High-volume input processingMuse Spark 1.3 ContributorLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsMuse Spark 1.3 ContributorLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workMuse Spark 1.3 ContributorA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Grok Build 0.1 can replace Grok 4.7 when lower sample workload cost matters most: $2.
  • Grok 4.3 (batch) can replace Grok 4.7 when lower sample workload cost matters most: $2.
  • Grok 4.3 can replace Grok 4.7 when lower sample workload cost matters most: $2.5.
  • Grok 4.20 Multi-Agent can replace Grok 4.7 when lower sample workload cost matters most: $2.5.

Cheaper alternatives

Review low-cost models sorted by a standard 1M input plus 500K output workload.

Open cheapest models

Larger context alternatives

Find models with larger context windows for RAG, long documents, and codebase review.

Open largest context models

Provider catalogs

Compare models within provider hubs before choosing a final API vendor.

Open provider hubs

SpaceXAI catalog

Review all tracked SpaceXAI models before deciding whether this matchup is the right shortlist.

Open SpaceXAI models

Meta catalog

Check other Meta models with comparable pricing, context, or release timing.

Open Meta models
Grok 4.7

Grok 4.7 is SpaceXAI's flagship model for coding, agentic tasks, and knowledge work, succeeding Grok 4.6. It is particularly strong at long-running software engineering tasks, verifying its own work, and...

Muse Spark 1.3 Contributor

Muse Spark 1.3 Contributor is the cost-efficient contributor tier of Meta’s multimodal reasoning model for experimentation, learning, and early-stage agentic, multi-agent, and coding workflows. It is designed to track information...