API cost decision in 10 seconds

Granite 4.1 8B vs 🔥Claude Opus 4.7

Pick Granite 4.1 8B for lower cost; pick Claude Opus 4.7 only if the larger context window matters more.

Pricing data updated:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Granite 4.1 8B for lower cost; pick Claude Opus 4.7 only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Granite 4.1 8B is estimated at $0.1 vs $17.5 for Claude Opus 4.7, saving $17.4 (99.4% lower).

Cost-first pickGranite 4.1 8B
Context-first pickClaude Opus 4.7
Sample savings$17.499.4%
10x traffic gap$174

Claude Opus 4.7 has more context, but Granite 4.1 8B saves $17.4 on the standard workload. At 10x that traffic, the same price gap is about $174. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Granite 4.1 8B stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickGranite 4.1 8BClaude Opus 4.7
Input-heavy / RAG 5M input + 500K output Granite 4.1 8B $0.3 $37.5
Balanced workload 1M input + 1M output Granite 4.1 8B $0.15 $30
Output-heavy chatbot 1M input + 5M output Granite 4.1 8B $0.55 $130
Cheaper inputGranite 4.1 8B$0.05 vs $5 / 1M
Cheaper outputGranite 4.1 8B$0.1 vs $25 / 1M
Larger contextClaude Opus 4.7131.07K vs 1M
Sample workloadGranite 4.1 8B$0.1 vs $17.5

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Granite 4.1 8BCalculating…Estimated API cost
Claude Opus 4.7Calculating…Estimated API cost
Cheaper for this workloadCalculating…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

Granite 4.1 8B has the lower input price, Granite 4.1 8B has the lower output price, and Claude Opus 4.7 offers the larger context window.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.1 for Granite 4.1 8B and $17.5 for Claude Opus 4.7.

Best Fit

Choose Granite 4.1 8B when you care most about lower input-token price, and lower output-token price.

Choose Claude Opus 4.7 when you care most about larger context window.

Head-to-Head Specs
FeatureGranite 4.1 8B
(IBM)		🔥Claude Opus 4.7
(Anthropic)
Input Price
prompt tokens per 1M		$0.05$5
Completion Price
per 1M tokens		$0.1$25
Sample Workload Cost
1M input + 500K output		$0.1$17.5
Context Window131.07K1M
Release Date2026-04-302026-04-16
Popularity#3
Granite 4.1 8B

Granite 4.1 8B is a dense, decoder-only 8-billion-parameter language model from IBM, part of the Granite 4.1 family. It supports a 131K-token context window and is designed for enterprise tasks...

Claude Opus 4.7

Opus 4.7 is the next generation of Anthropic's Opus family, built for long-running, asynchronous agents. Building on the coding and agentic strengths of Opus 4.6, it delivers stronger performance on...

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionGranite 4.1 8BOn the standard 1M input plus 500K output workload, Granite 4.1 8B is estimated at $0.1 vs $17.5 for Claude Opus 4.7, saving $17.4 (99.4% lower).
High-volume input processingGranite 4.1 8BLower prompt-token price matters most when prompts or retrieved passages dominate the bill.
Long responses and chatbotsGranite 4.1 8BLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workClaude Opus 4.7A larger context window leaves more room for retrieved passages and source files.