AI model comparison

Solar Pro 4 vs Inkling Small

Side by side comparison of Solar Pro 4 and Inkling Small on pricing, benchmark scores, context window, and more.

Solar Pro 4 is Upstage's cost-efficient large language model, featuring a 524K context window.

Input / 1M
$0.15
Output / 1M
$0.60
Context
524K

Inkling Small is an open-weight multimodal mixture-of-experts model from Thinking Machines Lab, with 12B active parameters out of 276B total.

Input / 1M
$0.45
Output / 1M
$1.20
Context
524K

Comparing image generators? Compare image models

At a glance

Quick verdict

How the two models stack up on the things people ask about most.

Lower price

upstage logo

Solar Pro 4

2.5x cheaper for a typical chat

Higher intelligence score

upstage logo

Solar Pro 4

28.2 vs 25.7 on Artificial Analysis

Larger context window

Tie

524K vs 524K tokens

Newer release

upstage logo

Solar Pro 4

Released August 10, 2026

Benchmarks

Benchmark scores

Independent scores from Artificial Analysis. Higher is better.

Intelligence index

upstage logoSolar Pro 428.2
thinkingmachines logoInkling Small25.7

Coding index

upstage logoSolar Pro 452.7
thinkingmachines logoInkling Small52.9

Agentic index

upstage logoSolar Pro 4Not available
thinkingmachines logoInkling Small23.5

Pricing

Solar Pro 4 vs Inkling Small API pricing

Per-token API rates. Cheaper option highlighted.

Metricupstage logoSolar Pro 4thinkingmachines logoInkling Small
Input tokensPer 1M tokens$0.15$0.45
Output tokensPer 1M tokens$0.60$1.20
Cached input (read)Per 1M tokens$0.03$0.10
Cache writePer 1M tokensNot availableNot available

What it costs in practice

Estimated cost per 1,000 requests at standard rates. Coding and long-document figures also show the cost when the input is already cached.

Chat message

2K in, 500 out

upstage logoSolar Pro 4$0.60
thinkingmachines logoInkling Small$1.50

Coding task

30K in, 4K out

upstage logoSolar Pro 4$6.90$3.30 cached
thinkingmachines logoInkling Small$18.30$7.80 cached

Long document summary

150K in, 2K out

upstage logoSolar Pro 4$23.70$5.70 cached
thinkingmachines logoInkling Small$69.90$17.40 cached

Specs

Context window and capabilities

How much each model can read, how much it can write, and what it accepts as input.

Metricupstage logoSolar Pro 4thinkingmachines logoInkling Small
Context window524K tokens524K tokens
Max output131K tokens262K tokens
Input typesTextAudio, Image, Text
Output typesTextText
Reasoning effort levelsMax, Extra high, High, Medium, Low, Minimal, NoneMax, High, Medium, Low, Minimal, None
Default reasoning effortMediumHigh
Release dateAugust 10, 2026July 30, 2026

Features

Supported features

API features available for each model.

Metricupstage logoSolar Pro 4thinkingmachines logoInkling Small
Tool callingSupportedSupported
Structured outputsSupportedNot supported
JSON modeSupportedNot supported
ReasoningSupportedSupported
TemperatureSupportedSupported
Stop sequencesNot supportedSupported
Deterministic seedNot supportedSupported
Verbosity controlNot supportedNot supported

Our take

Solar Pro 4 is 2.5x cheaper for a typical chat. Solar Pro 4 scores higher on the Artificial Analysis Intelligence Index (28.2 vs 25.7). The right pick depends on your workload, so the quickest way to settle it is to send the same prompt to both and compare.

FAQ

Frequently asked questions

Is Solar Pro 4 or Inkling Small cheaper?

Solar Pro 4 is cheaper for a typical chat (2K input tokens and 500 output tokens). Solar Pro 4 costs $0.15 per 1M input tokens and $0.60 per 1M output tokens, while Inkling Small costs $0.45 per 1M input tokens and $1.20 per 1M output tokens.

Which has a bigger context window, Solar Pro 4 or Inkling Small?

Solar Pro 4 supports up to 524K tokens of context, compared with 524K for Inkling Small.

Is Solar Pro 4 smarter than Inkling Small?

On the Artificial Analysis Intelligence Index, Solar Pro 4 scores 28.2 and Inkling Small scores 25.7, putting Solar Pro 4 ahead. Benchmarks don't capture everything, so the best test is running your own prompts through both.

Can I use Solar Pro 4 and Inkling Small at the same time?

Yes. Shortcut Chat sends one prompt to multiple models at once, so you can see Solar Pro 4 and Inkling Small answer side by side and keep the better response.

upstage logothinkingmachines logo

Why choose? Ask both.

Send one prompt to Solar Pro 4 and Inkling Small at the same time. Compare the answers side by side and keep the best one.