OpenAI Fine-tuning vs Predibase

Name: Predibase
Brand: Predibase
Availability: OnlineOnly

Fine-tuning APIs pricing comparison · 2026

OpenAI Fine-tuning pricing ranges from $3–$25/per 1M tokens, while Predibase ranges from $0.5–$8/per million tokens. Predibase is typically 80% more affordable, though your actual cost depends on tier and team size.

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Compare

2 products · Fine-tuning APIs

Side-by-side · live

OpenAI Fine-tuning

Wind-down notice: OpenAI began winding down self-serve fine-tuning on 2026-05-07.

verified 18d ago

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Predibase

Predibase is an LLM fine-tuning and serving platform built around per-token pricing for Lo

verified 26d ago

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Estimated license cost

at 25 seats

List price × seats. Click a tier below to lock it.

Pricing model unknown

no public list price found

Usage-based

$0.5 per 1M tokens

see vendor pricing for volume tiers

REF · 01

Sources & confidence

Every dollar amount and contract clause below traces back to a sourced fact. We don't manufacture composite scores.

Where this data comes from

Vendr · TrustRadius · Reddit · BBB · official docs

Sources No structured sources

Last verified 2w ago

Confidence Limited confidence

Sources 2 sourced facts

2 hidden-cost

Last verified 3w ago

Confidence Medium confidence

REF · 02

Plans at a glance

Every tier per product. Lock one to drive the cost row above and reveal a tier-specific outbound CTA.

Tier ladder

Click a tier to lock the cost row to it. Locking surfaces a tier-specific Visit CTA.

REF · 03

Hidden costs

Each cost is severity-ranked, with the dollar range quoted from its source (Vendr, Reddit, TrustRadius, BBB, official docs) — never our estimate.

Beyond the sticker

Severity-ranked, sourced

No hidden costs documented

2 documented

Opaque Pricing Before Sales Engagement

5-15% of license costs

1 source
Opaque Pricing Structure

5-15% of license costs

1 source

REF · 05

What users say

Aggregated, with sample sizes. We use whichever review platform has data.

User reviews

TrustRadius · Trustpilot · G2

No public ratings yet

Best for

Developers fine-tuning open models without dedicated infra

Watch out

Pricing is opaque and difficult to estimate before committing

Decide

Get a quote from each vendor

Each link opens the vendor's pricing page in a new tab.

Visit OpenAI pricing

Discount programs →

Visit Predibase pricing

Discount programs →

License cost is computed from publicly listed plans (real math, list price × seats). Median annual cost is from Vendr's deal flow when available — see source badges. Hidden costs and contract terms each cite their own sources. We do not invent composite scores.

Fine-tuning APIs