COMPARISON / Embeddings

Voyage 4 vs. Cohere Embed 5 Fast

Q: Where do these prices come from?

From each provider's official pages, linked on every product page and reviewed on Sep 8, 2026. Codifly is not paid for any product's position.

Models for semantic search, RAG and code retrieval. Pick two to four options to explore how they differ.

Snapshot: 2026-09-08 · Public sources · Not a real-time feed

Editorial editionReviewed on 2026-09-08Not a real-time feed

Option 1

Voyage 4

Voyage AI · Multilingual text

Key figure · Text price$0.06USD / M tokens

Best in 1 of 1

View details

Option 2

Cohere Embed 5 Fast

Cohere · Multimodal

Key figure · Text price$0.08USD / M tokens

Best in 0 of 1

View details

Option 3

Same category, comparable metrics

What changes between your options

CSV

Differences only Only metrics everyone has data forHighlighted = best value on that dimension, not an overall winner

Comparison of Voyage 4, Cohere Embed 5 Fast
Metric	Voyage 4	Cohere Embed 5 Fast
Text priceUSD / M tokens · lower is betterVoyage 4 25% cheaper	$0.06 (Best value)Vendor ↗	+33%$0.08Vendor ↗
Reference dimensionsdimensions · higher is better	No dataNot included	2,048Vendor ↗
Input per documenttokens · higher is better	No dataNot included	128KVendor ↗

Text pricing per million tokens, excluding starter credits and batch. Dimensions and context don't measure retrieval quality. Don't mix vector spaces from different models.

Compare each dimension

Metric

Text price

Embeddings API price for text; index storage is not included.

Voyage 4$0.06 (Best value)
Cohere Embed 5 Fast$0.08

Price versus capacity

A relationship between two dimensions, not an automatic recommendation.

Text price and Reference dimensions values
Product	Text price (USD / M tokens)	Reference dimensions (dimensions)
Cohere Embed 5 Fast	$0.08	2,048

Select a product in the legend to isolate it. Points may overlap.

1 product lacks both values · not plotted

Cost at scale

What you would pay each month, by volume

Three usage levels computed only from catalog rates. Assumptions in plain sight; not a quote.

Pilot

10M tokens / month

Cheapest option$0.60/ monthVoyage 425% cheaper than the priciest

Voyage 4$0.60 (Best value)
Cohere Embed 5 Fast$0.80

Product

100M tokens / month

Cheapest option$6.00/ monthVoyage 425% cheaper than the priciest

Voyage 4$6.00 (Best value)
Cohere Embed 5 Fast$8.00

Scale

1,000M tokens / month

Cheapest option$60.00/ monthVoyage 425% cheaper than the priciest

Voyage 4$60.00 (Best value)
Cohere Embed 5 Fast$80.00

Text rate per million tokens only; index storage and queries are not included.

Specs and operations

Feature	Voyage 4	Cohere Embed 5 Fast
API identifier	voyage-4	embed-v5.0-fast
Input	Text	Text, images and mixed documents
Reference dimensions	No data	2048 (por defecto)
Supported dimensions	No data	256, 512, 768, 1024, 1536, 2048

Sources, scope and fine print

What to validate before you make a decision.

Methodology

Voyage 4

Rate after initial credits; credits are not deducted in the comparator. Context and dimensions are not included in this review.

Voyage · pricing

Checked on 2026-09-08 · Editorial update

Cohere Embed 5 Fast

Text rate; images cost $0.40 per million tokens. The default 2048 dimensions are shown; it also supports 256, 512, 768, 1024 and 1536, in float, int8 and binary formats.

Checked on 2026-09-08 · Editorial update

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Frequently asked questions

How much does Mistral Embed cost?

Text price: $0.10 USD / M tokens. Official prices reviewed on Sep 8, 2026; confirm conditions and discounts in the linked source.

How much does Voyage 4 Lite cost?

Text price: $0.02 USD / M tokens. Official prices reviewed on Sep 8, 2026; confirm conditions and discounts in the linked source.

How much does Mistral Embed cost in Colombian pesos?

Precio de texto: $0.10 USD / M tokens ≈ COP 317 / M tokens · MXN 1.85 / M tokens · BRL 0.51 / M tokens. Reference conversion at the TRM of 3,174.67 COP per dollar (Oct 17, 2026); it excludes taxes and bank fees.

How much does Voyage 4 Lite cost in Colombian pesos?

Precio de texto: $0.02 USD / M tokens ≈ COP 63 / M tokens · MXN 0.37 / M tokens · BRL 0.10 / M tokens. Reference conversion at the TRM of 3,174.67 COP per dollar (Oct 17, 2026); it excludes taxes and bank fees.

Which is cheapest by text price?

By Voyage 4 Lite ($0.02 USD / M tokens) < Mistral Embed ($0.10 USD / M tokens). Also compare limits and conditions: a lower price does not always mean an equivalent plan.

Where do these prices come from?

From each provider's official pages, linked on every product page and reviewed on Sep 8, 2026. Codifly is not paid for any product's position.

Metric

Voyage 4

Cohere Embed 5 Fast

Text priceUSD / M tokens · lower is betterVoyage 4 25% cheaper

$0.06Vendor ↗

+33%$0.08Vendor ↗

Reference dimensionsdimensions · higher is better

No dataNot included

2,048Vendor ↗

Input per documenttokens · higher is better

No dataNot included

128KVendor ↗

Text price and Reference dimensions values
Product	Text price (USD / M tokens)	Reference dimensions (dimensions)
Cohere Embed 5 Fast	$0.08	2,048

Text price and Reference dimensions values

Product

Text price (USD / M tokens)

Reference dimensions (dimensions)

Cohere Embed 5 Fast

$0.08

2,048

Feature

Voyage 4

Cohere Embed 5 Fast

API identifier

voyage-4

embed-v5.0-fast

Input

Text

Text, images and mixed documents

Reference dimensions

No data

2048 (por defecto)

Supported dimensions

No data

256, 512, 768, 1024, 1536, 2048

Voyage 4

Cohere Embed 5 Fast

What changes between your options

Compare each dimension

Text price

Price versus capacity

What you would pay each month, by volume

Specs and operations

Sources, scope and fine print

Voyage 4

Cohere Embed 5 Fast

Take the comparison to your use case.

Frequently asked questions

Guides to help you decide

Voyage 4

Cohere Embed 5 Fast

What changes between your options

Compare each dimension

Text price

Price versus capacity

What you would pay each month, by volume

Specs and operations

Sources, scope and fine print

Voyage 4

Cohere Embed 5 Fast

Take the comparison to your use case.