Cohere Embed vs Together AI Embeddings
Embedding APIs pricing comparison · 2026
Cohere Embed pricing ranges from $0–$3250/month, while Together AI Embeddings ranges from $0.02–$0.02/per 1M tokens. Together AI Embeddings is typically 100% more affordable, though your actual cost depends on tier and team size.
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Cohere Embed
Cohere Embed is a hosted embedding API offering state-of-the-art text embeddings for seman
verified 24d ago
View pricing →
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Together AI Embeddings
Together AI currently lists one serverless embedding model: Multilingual e5 large instruct
verified 5w ago
View pricing →
Estimated license cost
at 25 seats
List price × seats. Click a tier below to lock it.
Model Vault – Embed 4 Medium
$975K/yr
year 1 license · $3.3K/seat
Usage-based
$0.02 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
4 sourced facts
3 hidden-cost · 1 contract
Last verified
3w ago
Confidence
Limited confidence
Sources
7 sourced facts
6 hidden-cost · 1 contract
Last verified
1mo ago
Confidence
Limited confidence
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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.
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Contract terms
The fine print, surfaced. Green = buyer-friendly. Each clause backed by a quoted source.
Cohere
Together
Auto-renewal
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Cancellation
Subscriptions purchased through AWS Marketplace have no end date and may be canceled any time, but no refunds are offered.
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Commitment
✓
Commit-based billing (monthly or annual) is available for Model Vault dedicated instances.
Serverless inference has no minimum commitments; dedicated endpoints typically require a one-month minimum commitment, though on-demand allows payment per minute with no commitment; fine-tuning jobs have a minimum charge of $4.00; GPU clusters can be reserved for up to six months.
Price escalation
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Can downgrade
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What users say
Aggregated, with sample sizes. We use whichever review platform has data.
User reviews
TrustRadius · Trustpilot · G2
Decide
Get a quote from each vendor
Each link opens the vendor's pricing page in a new tab.
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.
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Plan-by-Plan Pricing
| Plan | Cohere Embed | Together AI Embeddings |
|---|---|---|
| Trial | Free /user/month | Custom |
| Model Vault – Embed 4 Small | $2.5K /user/month | — |
| Model Vault – Embed 4 Medium | $3.3K /user/month | — |
Contract Terms
| Term | Cohere Embed | Together AI Embeddings |
|---|---|---|
| Auto-renewal | — | — |
| Cancellation | Subscriptions purchased through AWS Marketplace have no end date and may be canceled any time, but no refunds are offered. | — |
| Minimum commitment | Commit-based billing (monthly or annual) is available for Model Vault dedicated instances. | Serverless inference has no minimum commitments; dedicated endpoints typically require a one-month minimum commitment, though on-demand allows payment per minute with no commitment; fine-tuning jobs have a minimum charge of $4.00; GPU clusters can be reserved for up to six months. |