API cost decision in 10 seconds

NewExtract vs Grok 4.7

Pick Extract when budget and context both matter.

Page updated: 2026-10-13T13:12:15Z Data confirmed: 2026-10-15T01:07:46Z Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Extract when budget and context both matter.

On the standard 1M input plus 500K output workload, Extract is estimated at $0.04 vs $5 for Grok 4.7, saving $4.96 (99.2% lower).

Cost-first pickExtract

Context-first pickExtract

Sample savings$4.9699.2%

10x traffic gap$49.6

Extract is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $49.6. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Extract stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shape	Token mix	Better pick	Extract	Grok 4.7
Input-heavy / RAG	5M input + 500K output	Extract	$0.2	$13
Balanced workload	1M input + 1M output	Extract	$0.04	$8
Output-heavy chatbot	1M input + 5M output	Extract	$0.04	$32

Cheaper input Extract $0.04 vs $2 / 1M

Extract is $1.96 cheaper per 1M input tokens (98% lower; 50x difference).

Cheaper output Extract $0 vs $6 / 1M

Extract is free for output tokens while Grok 4.7 costs $6 per 1M tokens.

Larger context Extract 1M vs 500K

Extract has 500K more context (2x larger).

Sample workload Extract $0.04 vs $5

Extract is $4.96 cheaper on the standard workload (99.2% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.

Monthly input tokens Monthly output tokens

Extract Calculating… Estimated API cost

Grok 4.7 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

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

For a 1M input token plus 500K output token workload, the estimated API cost is $0.04 for Extract and $5 for Grok 4.7.

Best Fit

Choose Extract when you care most about lower input-token price, lower output-token price, and larger context window.

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

Decision Notes

On the standard 1M input plus 500K output workload, Extract is estimated at $0.04 vs $5 for Grok 4.7, saving $4.96 (99.2% lower).
Extract is $4.96 cheaper on the standard workload (99.2% lower).
Extract is $1.96 cheaper per 1M input tokens (98% lower; 50x difference).
Extract is free for output tokens while Grok 4.7 costs $6 per 1M tokens.
Extract has 500K more context (2x larger).

Head-to-Head Specs

Feature	NewExtract (ScaleDown)	Grok 4.7 (SpaceXAI)
Input Price prompt tokens per 1M	$0.04	$2
Completion Price per 1M tokens	$0	$6
Sample Workload Cost 1M input + 500K output	$0.04	$5
Context Window	1M	500K
Release Date	2026-10-13	2026-09-21

Use-Case Decision Matrix

Use case	Better pick	Why
Budget-constrained production	Extract	On the standard 1M input plus 500K output workload, Extract is estimated at $0.04 vs $5 for Grok 4.7, saving $4.96 (99.2% lower).
High-volume input processing	Extract	Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbots	Extract	Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document work	Extract	A 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.

Larger context near this budget

Grok 4.20 Multi-Agent offers 2M context with $2.5 sample workload cost.
Grok 4.20 offers 2M context with $2.5 sample workload cost.
Llama 4 Scout offers 1.31M context with $0.47 sample workload cost.
MiMo-V2.6-Flash offers 1.05M context with $0.28 sample workload cost.

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Cheaper alternatives

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Larger context alternatives

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Provider catalogs

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ScaleDown catalog

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

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SpaceXAI catalog

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Open SpaceXAI models

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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...