AI Models · Open-Source vs Paid

Reka Flash 3 Open vs INLing 3.0 Flash Fin Paid

Reka Flash 3 vs Ling 3.0 Flash Fin 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.

Reka Flash 3OpenRekaai
$0.1 /M input
$0.2 /M outputNo per-token fees if you self-host
TypeOpen-weight
Context window66K tokens
MultimodalNo
Self-hostYes
INLing 3.0 Flash FinPaidInclusionAI
$0.06 /M input
$0.18 /M outputManaged API (no infra to run)
TypeProprietary
Context window262K tokens
MultimodalNo
Self-hostNo
Choose Reka Flash 3 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 Ling 3.0 Flash Fin if you want frontier capability through a managed API with zero infrastructure to run.

Reka Flash 3 vs Ling 3.0 Flash Fin specs

SpecReka Flash 3Ling 3.0 Flash FinWinner
MakerRekaaiInclusionAI
TypeOpen-weightProprietaryReka Flash 3
Context window66K tokens262K tokensINLing 3.0 Flash Fin
Input price$0.1/M · free self-host$0.06/MINLing 3.0 Flash Fin
Output price$0.2/M · free self-host$0.18/MINLing 3.0 Flash Fin
Vision / multimodalNoNo
Tool / function callingNoYesINLing 3.0 Flash Fin
Self-hostableYesNo (API only)Reka Flash 3
LicenseOpen weightsProprietaryReka Flash 3

Price gap & when to choose each

Choose Reka Flash 3 if…
  • You want to self-host or run on your cloud
  • You prioritize data privacy & control
  • You are building open or reproducible AI
INChoose Ling 3.0 Flash Fin if…
  • You want frontier performance through a managed API
  • You need the longer 262K context window
  • You want the lower output price
  • You value reliability & ecosystem
  • You don't want to manage infrastructure

Feature comparison

CapabilityReka Flash 3Ling 3.0 Flash Fin
Open weights (downloadable)
Self-hostable
Runs fully offline
Vision / multimodal
Tool / function calling
1M+ context window

Benchmarks: Reka Flash 3 vs Ling 3.0 Flash Fin

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

Reka Flash 3
Ling 3.0 Flash Fin
Intelligence index
5.6
Math index
33.7
GPQA
52.9%
MMLU-Pro
66.9%
Humanity's Last Exam
4.4%
Long Context Reasoning
0%
LiveCodeBench
43.5%
MATH-500
89.3%
AIME
51%
AIME 2025
33.7%
IFBench
30.4%
τ²-Bench
0%
Terminal-Bench Hard
0%
Speed
85.9 tok/s
Latency
0.88s
Intelligence per $
16

Benchmark data by Artificial Analysis.

How Reka Flash 3 and Ling 3.0 Flash Fin score

🏆 Best value & openness: Reka Flash 3 (4.0 vs 3.0 / 5)
CriterionReka Flash 3Ling 3.0 Flash Fin
Cost-efficiency5.05.0
Context window3.04.0
Openness5.01.5
Self-hosting5.01.0
Multimodality2.03.5

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

Reka Flash 3 Open

Rekaai · Open-weight

Reka Flash 3 is a general-purpose, instruction-tuned large language model with 21 billion parameters, developed by Reka. It excels at general chat, coding tasks, instruction-following, and function calling. Featuring a...

Ling 3.0 Flash Fin Paid

InclusionAI · Proprietary

Ling 3.0 Flash Fin is a finance-focused mixture-of-experts model from InclusionAI, built on Ling 3.0 Flash with 5.1B active parameters out of 124B total. It is designed for real-world investment...

Other models in these families

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

Other variants tracked
Reka Edge

Frequently asked questions

Is Reka Flash 3 as good as Ling 3.0 Flash Fin?

Reka Flash 3 is open-weight and competitive on many tasks, but Ling 3.0 Flash Fin 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 Reka Flash 3 locally?

Yes. Reka Flash 3 has open weights, so you can self-host it on your own GPUs or run it via a low-cost API. Ling 3.0 Flash Fin is API-only and cannot be self-hosted.

Reka Flash 3 vs Ling 3.0 Flash Fin — which should I pick in 2026?

Choose Reka Flash 3 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 Ling 3.0 Flash Fin if you want frontier capability through a managed API with zero infrastructure to run.

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