AI Models · Open-Source vs Paid

THInkling Small Open vs o4 Mini Paid

Inkling Small vs o4 Mini compared — price per token, context window, multimodality, openness and which to choose. Can the open-source model replace the paid one? Full 2026 breakdown.

Prices & specs refreshed from live data · olud.ai

Open-model prices = cheapest provider via OpenRouter; official maker rates may be higher.

THInkling SmallOpenThinkingmachines
$0.45 /M input
$1.2 /M outputNo per-token fees if you self-host
TypeOpen-weight
Context window1M tokens
MultimodalYes
Self-hostYes
o4 MiniPaidOpenAI
$1.1 /M input
$4.4 /M outputManaged API (no infra to run)
TypeProprietary
Context window200K tokens
MultimodalYes
Self-hostNo
Choose Inkling Small if you want to self-host, keep your data private and skip per-token fees — it's open-weight and runs on your own hardware. Choose o4 Mini if you want frontier capability through a managed API with zero infrastructure to run.

Inkling Small vs o4 Mini specs

SpecInkling Smallo4 MiniWinner
MakerThinkingmachinesOpenAI
TypeOpen-weightProprietaryTHInkling Small
Context window1M tokens200K tokensTHInkling Small
Input price$0.45/M · free self-host$1.1/MTHInkling Small
Output price$1.2/M · free self-host$4.4/MTHInkling Small
Vision / multimodalYesYes= Tie
Tool / function callingYesYes= Tie
Self-hostableYesNo (API only)THInkling Small
LicenseOpen weightsProprietaryTHInkling Small

Price gap & when to choose each

3.7×cheaper per output token

Inkling Small is ~3.7× cheaper than o4 Mini on output tokens ($1.2 vs $4.4 per M tokens).

THChoose Inkling Small if…
  • You want to self-host or run on your cloud
  • You need the longer 1M context window
  • You prioritize data privacy & control
  • You want the lowest operating costs
  • You are building open or reproducible AI
Choose o4 Mini if…
  • You want frontier performance through a managed API
  • You value reliability & ecosystem
  • You don't want to manage infrastructure

Feature comparison

CapabilityInkling Smallo4 Mini
Open weights (downloadable)
Self-hostable
Runs fully offline
Vision / multimodal
Tool / function calling
1M+ context window

Benchmarks: Inkling Small vs o4 Mini

Independent benchmark scores measured by Artificial Analysis. Higher is better (except latency).

Inkling Small delivers 5.7× more intelligence per dollar.
Inkling Small
o4 Mini
Intelligence index
26.1
16.7
Coding index
52.9
GPQA
89.5%
78.4%
Humanity's Last Exam
33.3%
16.5%
Long Context Reasoning
75.7%
61%
SciCode
49.7%
τ-Bench Banking
18.8%
Terminal-Bench
55.1%
Math index
90.7
MMLU-Pro
83.2%
LiveCodeBench
85.9%
MATH-500
98.9%
AIME
94%
AIME 2025
90.7%
IFBench
68.7%
τ²-Bench
55.6%
Terminal-Bench Hard
15.2%
Speed
156.9 tok/s
0 tok/s
Latency
1.9s
0s
Intelligence per $
49.7
8.7

Benchmark data by Artificial Analysis.

How Inkling Small and o4 Mini score

🏆 Best value & openness: Inkling Small (4.9 vs 3.1 / 5)
CriterionInkling Smallo4 Mini
Cost-efficiency4.54.0
Context window5.04.0
Openness5.01.5
Self-hosting5.01.0
Multimodality5.05.0

Scores come from live data — output price (cost), context length, open vs closed weights (openness & self-hosting) and vision/tool support (multimodality). Raw task quality isn't scored here; it depends on your benchmark — see the verdict.

What each model is

Inkling Small Open

Thinkingmachines · Open-weight

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...

o4 Mini Paid

OpenAI · Proprietary

OpenAI o4-mini is a compact reasoning model in the o-series, optimized for fast, cost-efficient performance while retaining strong multimodal and agentic capabilities. It supports tool use and demonstrates competitive reasoning...

Other models in these families

These variants are tracked but not compared here — one page per family keeps the comparison readable.

Other variants tracked
Inkling Small (batch)Inkling Small (free)InklingInkling (batch)Inkling (free)
Other variants tracked
o4 Mini Higho4 Mini (batch)

Frequently asked questions

Is Inkling Small as good as o4 Mini?

Inkling Small is open-weight and competitive on many tasks, but o4 Mini may still lead on the hardest reasoning and agentic work. The gap keeps narrowing — benchmark both on your actual use case before deciding.

Can I run Inkling Small locally?

Yes. Inkling Small has open weights, so you can self-host it on your own GPUs or run it via a low-cost API. o4 Mini is API-only and cannot be self-hosted.

How much cheaper is Inkling Small?

Inkling Small costs $1.2/M output vs $4.4/M for o4 Mini — roughly 4x cheaper via API, and free if you self-host.

Inkling Small vs o4 Mini — which should I pick in 2026?

Choose Inkling Small if you want to self-host, keep your data private and skip per-token fees — it's open-weight and runs on your own hardware. Choose o4 Mini if you want frontier capability through a managed API with zero infrastructure to run.

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