COMPARISON / Embeddings

Voyage Code 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 Nov 4, 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.

General review: 2026-11-04 · Individual dates with sources · Not a real-time feed

Editorial editionGeneral review: 2026-11-04Not a real-time feed

Option 1

Voyage Code 4

Voyage AI · Code embeddings

Key figure · Text price$0.12USD / M tokens

Best in 0 of 1

View details

Option 2

Cohere Embed 5 Fast

Cohere · Multimodal

Key figure · Text price$0.08USD / M tokens

Best in 1 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 Code 4, Cohere Embed 5 Fast
Metric	Voyage Code 4	Cohere Embed 5 Fast
Text priceUSD / M tokens · lower is betterCohere Embed 5 Fast 1.5× cheaper	+50%$0.12Vendor ↗	$0.08 (Best value)Vendor ↗
Reference dimensionsdimensions · higher is better	1,024Vendor ↗	2,048Vendor ↗
Input per documenttokens · higher is better	32KVendor ↗	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.

Cohere Embed 5 Fast$0.08 (Best value)
Voyage Code 4$0.12

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)
Voyage Code 4	$0.12	1,024
Cohere Embed 5 Fast	$0.08	2,048

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

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$0.80/ monthCohere Embed 5 Fast33% cheaper than the priciest

Cohere Embed 5 Fast$0.80 (Best value)
Voyage Code 4$1.20

Product

100M tokens / month

Cheapest option$8.00/ monthCohere Embed 5 Fast1.5× cheaper than the priciest

Cohere Embed 5 Fast$8.00 (Best value)
Voyage Code 4$12.00

Scale

1,000M tokens / month

Cheapest option$80.00/ monthCohere Embed 5 Fast1.5× cheaper than the priciest

Cohere Embed 5 Fast$80.00 (Best value)
Voyage Code 4$120.00

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

Specs and operations

Feature	Voyage Code 4	Cohere Embed 5 Fast
API identifier	voyage-code-4	embed-v5.0-fast
Reference dimensions	1024 (default)	2048 (default)
Supported dimensions	256, 512, 1024, 2048	256, 512, 768, 1024, 1536, 2048
Input	Code and text	Text, images and mixed documents

Sources, scope and fine print

What to validate before you make a decision.

Methodology

Voyage Code 4

Standard rate: $0.12/M tokens; the official table publishes an initial 200M-token allowance per account. Context per input: 32,000 tokens, distinct from the batch limit. Default dimensions: 1,024; supports 256, 512, 1,024 and 2,048.

Checked on 2026-11-04 · 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 2026-11-04 · Editorial update

Take the comparison to your use case.

Share your requirements and the options you're weighing. No sign-up, no automatic subscriptions.

Ask about these options

Loading comparison…

Frequently asked questions

How much does Mistral Embed cost?

Text price: $0.10 USD / M tokens. Official prices reviewed on Nov 4, 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 Nov 4, 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 322 / M tokens · MXN 1.86 / M tokens · BRL 0.55 / M tokens. Reference conversion at the TRM of 3,221.19 COP per dollar (Nov 5, 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 64 / M tokens · MXN 0.37 / M tokens · BRL 0.11 / M tokens. Reference conversion at the TRM of 3,221.19 COP per dollar (Nov 5, 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 Nov 4, 2026. Codifly is not paid for any product's position.

Metric

Voyage Code 4

Cohere Embed 5 Fast

Text priceUSD / M tokens · lower is betterCohere Embed 5 Fast 1.5× cheaper

+50%$0.12Vendor ↗

$0.08Vendor ↗

Reference dimensionsdimensions · higher is better

1,024Vendor ↗

2,048Vendor ↗

Input per documenttokens · higher is better

32KVendor ↗

128KVendor ↗

Text price and Reference dimensions values
Product	Text price (USD / M tokens)	Reference dimensions (dimensions)
Voyage Code 4	$0.12	1,024
Cohere Embed 5 Fast	$0.08	2,048

Text price and Reference dimensions values

Product

Text price (USD / M tokens)

Reference dimensions (dimensions)

Voyage Code 4

$0.12

1,024

Cohere Embed 5 Fast

$0.08

2,048

Feature

Voyage Code 4

Cohere Embed 5 Fast

API identifier

voyage-code-4

embed-v5.0-fast

Reference dimensions

1024 (default)

2048 (default)

Supported dimensions

256, 512, 1024, 2048

256, 512, 768, 1024, 1536, 2048

Input

Code and text

Text, images and mixed documents

Voyage Code 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 Code 4

Cohere Embed 5 Fast

Take the comparison to your use case.

Frequently asked questions

Guides to help you decide

Voyage Code 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 Code 4

Cohere Embed 5 Fast

Take the comparison to your use case.