API cost decision in 10 seconds

Solar Pro 3 vs Granite 4.0 Micro

Pick Granite 4.0 Micro when budget and context both matter.

Pricing data updated: 2026-05-26 13:56 UTC Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Granite 4.0 Micro when budget and context both matter.

On the standard 1M input plus 500K output workload, Granite 4.0 Micro is estimated at $0.07 vs $0.45 for Solar Pro 3, saving $0.38 (83.8% lower).

Cost-first pickGranite 4.0 Micro

Context-first pickGranite 4.0 Micro

Sample savings$0.3883.8%

10x traffic gap$3.77

Granite 4.0 Micro is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $3.77. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Granite 4.0 Micro stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shape	Token mix	Better pick	Solar Pro 3	Granite 4.0 Micro
Input-heavy / RAG	5M input + 500K output	Granite 4.0 Micro	$1.05	$0.14
Balanced workload	1M input + 1M output	Granite 4.0 Micro	$0.75	$0.13
Output-heavy chatbot	1M input + 5M output	Granite 4.0 Micro	$3.15	$0.58

Cheaper inputGranite 4.0 Micro$0.15 vs $0.02 / 1M

Cheaper outputGranite 4.0 Micro$0.6 vs $0.11 / 1M

Larger contextGranite 4.0 Micro128K vs 131K

Sample workloadGranite 4.0 Micro$0.45 vs $0.07

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.

Monthly input tokensMonthly output tokens

Solar Pro 3Calculating…Estimated API cost

Granite 4.0 MicroCalculating…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 4.0 Micro has the lower input price, Granite 4.0 Micro has the lower output price, and Granite 4.0 Micro offers the larger context window.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.45 for Solar Pro 3 and $0.07 for Granite 4.0 Micro.

Best Fit

Choose Solar Pro 3 when its provider, model quality, latency, or availability is more important than the numeric price/context winner.

Choose Granite 4.0 Micro when you care most about lower input-token price, lower output-token price, and larger context window.

Head-to-Head Specs

Feature	Solar Pro 3 (Upstage)	Granite 4.0 Micro (IBM)
Input Price prompt tokens per 1M	$0.15	$0.02
Completion Price per 1M tokens	$0.6	$0.11
Sample Workload Cost 1M input + 500K output	$0.45	$0.07
Context Window	128K	131K
Release Date	2026-01-27	2025-10-20

Solar Pro 3

Solar Pro 3 is Upstage's powerful Mixture-of-Experts (MoE) language model. With 102B total parameters and 12B active parameters per forward pass, it delivers exceptional performance while maintaining computational efficiency. Optimized...

Granite 4.0 Micro

Granite-4.0-H-Micro is a 3B parameter from the Granite 4 family of models. These models are the latest in a series of models released by IBM. They are fine-tuned for long...

Use-Case Decision Matrix

Use case	Better pick	Why
Budget-constrained production	Granite 4.0 Micro	On the standard 1M input plus 500K output workload, Granite 4.0 Micro is estimated at $0.07 vs $0.45 for Solar Pro 3, saving $0.38 (83.8% lower).
High-volume input processing	Granite 4.0 Micro	Lower prompt-token price matters most when prompts or retrieved passages dominate the bill.
Long responses and chatbots	Granite 4.0 Micro	Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document work	Granite 4.0 Micro	A larger context window leaves more room for retrieved passages and source files.