AI Models · Open-Source vs Paid

Mistral Large 4 Open vs AIAion 3.5 Paid

Mistral Large 4 vs Aion 3.5 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.

Mistral Large 4OpenMistral AI
$1.36 /M input
$4.18 /M outputNo per-token fees if you self-host
TypeOpen-weight
Context window1M tokens
MultimodalYes
Self-hostYes
AIAion 3.5PaidAionLabs
$3 /M input
$6 /M outputManaged API (no infra to run)
TypeProprietary
Context window262K tokens
MultimodalNo
Self-hostNo
Choose Mistral Large 4 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 Aion 3.5 if you want frontier capability through a managed API with zero infrastructure to run.

Mistral Large 4 vs Aion 3.5 specs

SpecMistral Large 4Aion 3.5Winner
MakerMistral AIAionLabs–
TypeOpen-weightProprietaryMistral Large 4
Context window1M tokens262K tokensMistral Large 4
Input price$1.36/M · free self-host$3/MMistral Large 4
Output price$4.18/M · free self-host$6/MMistral Large 4
Vision / multimodalYesNoMistral Large 4
Tool / function callingYesYes= Tie
Self-hostableYesNo (API only)Mistral Large 4
LicenseApache 2.0ProprietaryMistral Large 4

Price gap & when to choose each

Choose Mistral Large 4 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
AIChoose Aion 3.5 if…
  • You want frontier performance through a managed API
  • You value reliability & ecosystem
  • You don't want to manage infrastructure

Feature comparison

CapabilityMistral Large 4Aion 3.5
Open weights (downloadable)✓✗
Self-hostable✓✗
Runs fully offline✓✗
Vision / multimodal✓✗
Tool / function calling✓✓
1M+ context window✓✗

Benchmarks: Mistral Large 4 vs Aion 3.5

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

Mistral Large 4
Aion 3.5
Intelligence index
38.4
–
Humanity's Last Exam
35%
–
Long Context Reasoning
81.3%
–
SciCode
54.2%
–
Speed
87.2 tok/s
–
Latency
1.33s
–
Intelligence per $
18.6
–

Benchmark data by Artificial Analysis.

How Mistral Large 4 and Aion 3.5 score

🏆 Best value & openness: Mistral Large 4 (4.8 vs 2.8 / 5)
CriterionMistral Large 4Aion 3.5
Cost-efficiency4.04.0
Context window5.04.0
Openness5.01.5
Self-hosting5.01.0
Multimodality5.03.5

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

Mistral Large 4 Open

Mistral AI · Open-weight

Mistral Large 4 is a frontier multimodal (text and image input) model from Mistral AI built for reasoning, coding, and agentic workloads. It offers a 1M-token context window with up...

Aion 3.5 Paid

AionLabs · Proprietary

Aion 3.5 is a multi-model roleplaying and storytelling system from AionLabs, built on the GLM family of models. It uses a collaborative generation process in which multiple specialized models each...

Other models in these families

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

Other variants tracked
Mistral Medium 3.5Mistral Medium 3.5 (batch)Mistral Small 4Mistral Small 4 (batch)Mistral Large 3 2512Mistral Large 3 2512 (batch)Mistral Medium 3.1Mistral Medium 3.1 (batch)Mistral Medium 3Devstral 2 2512Mistral Small 3.1 24BMistral Small 3.2 24BMistral LargeMistral Large 2407Mistral Small 3SabaMinistral 3 14B 2512Mixtral 8x22B InstructMinistral 3 8B 2512Ministral 3 8B 2512 (batch)Ministral 3 3B 2512UncensoredCodestral 2508Codestral 2508 (batch)Voxtral Small 24B 2507Mistral Nemo

Frequently asked questions

Is Mistral Large 4 as good as Aion 3.5?

Mistral Large 4 is open-weight and competitive on many tasks, but Aion 3.5 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 Mistral Large 4 locally?

Yes. Mistral Large 4 has open weights, so you can self-host it on your own GPUs or run it via a low-cost API. Aion 3.5 is API-only and cannot be self-hosted.

Mistral Large 4 vs Aion 3.5 — which should I pick in 2026?

Choose Mistral Large 4 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 Aion 3.5 if you want frontier capability through a managed API with zero infrastructure to run.

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