API cost decision in 10 seconds

NewSolar Mini 4 vs Inkling Small (batch)

Pick Solar Mini 4 when budget is the priority.

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

Budget verdict

Pick Solar Mini 4 when budget is the priority.

On the standard 1M input plus 500K output workload, Solar Mini 4 is estimated at $0.15 vs $1.1 for Inkling Small (batch), saving $0.95 (86.4% lower).

Cost-first pickSolar Mini 4
Context-first pickBoth models
Sample savings$0.9586.4%
10x traffic gap$9.5

The reported context window is tied, so cost and provider fit carry more weight. At 10x that traffic, the same price gap is about $9.5. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Solar Mini 4 stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickSolar Mini 4Inkling Small (batch)
Input-heavy / RAG5M input + 500K outputSolar Mini 4$0.35$3.1
Balanced workload1M input + 1M outputSolar Mini 4$0.25$1.7
Output-heavy chatbot1M input + 5M outputSolar Mini 4$1.05$6.5
Cheaper input Solar Mini 4 $0.05 vs $0.5 / 1M

Solar Mini 4 is $0.45 cheaper per 1M input tokens (90% lower; 10x difference).

Cheaper output Solar Mini 4 $0.2 vs $1.2 / 1M

Solar Mini 4 is $1 cheaper per 1M output tokens (83.3% lower; 6x difference).

Larger context Tie 524.29K vs 524.29K

Both models report the same context window at 524.29K tokens.

Sample workload Solar Mini 4 $0.15 vs $1.1

Solar Mini 4 is $0.95 cheaper on the standard workload (86.4% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Solar Mini 4 Calculating… Estimated API cost
Inkling Small (batch) 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

Solar Mini 4 has the lower input price; Solar Mini 4 has the lower output price; both models report the same context window. For the 1M input plus 500K output sample, Solar Mini 4 is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.15 for Solar Mini 4 and $1.1 for Inkling Small (batch).

Best Fit

Choose Solar Mini 4 when you care most about lower input-token price, and lower output-token price.

Choose Inkling Small (batch) 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, Solar Mini 4 is estimated at $0.15 vs $1.1 for Inkling Small (batch), saving $0.95 (86.4% lower).
  • Solar Mini 4 is $0.95 cheaper on the standard workload (86.4% lower).
  • Solar Mini 4 is $0.45 cheaper per 1M input tokens (90% lower; 10x difference).
  • Solar Mini 4 is $1 cheaper per 1M output tokens (83.3% lower; 6x difference).
  • Both models report the same context window at 524.29K tokens.
Head-to-Head Specs
FeatureNewSolar Mini 4
(Upstage)
Inkling Small (batch)
(Thinking Machines)
Input Price
prompt tokens per 1M
$0.05$0.5
Completion Price
per 1M tokens
$0.2$1.2
Sample Workload Cost
1M input + 500K output
$0.15$1.1
Context Window524.29K524.29K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionSolar Mini 4On the standard 1M input plus 500K output workload, Solar Mini 4 is estimated at $0.15 vs $1.1 for Inkling Small (batch), saving $0.95 (86.4% lower).
High-volume input processingSolar Mini 4Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsSolar Mini 4Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workTieA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Inkling Small (free) can replace Inkling Small (batch) when lower sample workload cost matters most: $0.
  • Inkling (free) can replace Inkling Small (batch) when lower sample workload cost matters most: $0.
  • Inkling Small can replace Inkling Small (batch) when lower sample workload cost matters most: $1.05.

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

Upstage catalog

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

Open Upstage models
Solar Mini 4

Solar Mini 4 is Upstage's compact, cost-efficient language model, a 35B-parameter mixture-of-experts with 3B active parameters and a 524K context window. It is built for agentic use cases where response...

Inkling Small (batch)

Inkling Small is an open-weight multimodal mixture-of-experts model from Thinking Machines Lab, with 12B active parameters out of 276B total. It is positioned as the smaller, more efficient member of...