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Nebius AI Studio alternatives

13 tools we tested head to head against Nebius AI Studio, ranked — and what each one actually does differently.

last reviewed 26 jul 2026 · from our best 14 llm inference providers ·list curated by Onur Ozcanxin

first — what you'd be leaving

Nebius AI Studio ranks #10 of 14 in our llm inference providers testing. sixty-plus current open models behind a price table that won't render, during a rename..

70/100

the catalogue looks right and the european base may matter for your data rules — but you cannot compare it on price without signing up, and it's mid-rebrand.

why people look for an alternative
  • per-model prices unreadable without javascript
  • no published rate limits or free-tier detail
  • mid-rebrand with two product names live at once
  • glm listed at 5.1 rather than 5.2

stay with Nebius AI Studio if 60+ open models, current generation is the thing you care about most — nothing below beats it on that.

the short version
best alternativeNovita AImost teams — it's within a rounding error of the cheapest and it actually carries what you'll want next quarter.90/100
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  1. 1

    Novita AI

    #1 in llm inference providers · near-cheapest prices with the full frontier catalogue behind them, and a batch discount the cheap rivals don't offer.

    90/100

    verdictthe best combination on this list: deepinfra's pricing without deepinfra's catalogue gaps, plus an explicit half-price batch tier.

    Novita AI vs Nebius AI Studio
     Nebius AI StudioNovita AI
    priceunpublished$0.135 / 1m in
    free tiernoyes
    billingper-tokenper-token
    llama 70b inputunpublished$0.135/1m
    deepseek v4offered, price unreadable$1.60/1m in
    glm-5.2glm-5.1 listed$1.40/1m in
    batch discountunpublished50%

    switch formost teams — it's within a rounding error of the cheapest and it actually carries what you'll want next quarter.

    pros
    • +undercuts the reference price on deepseek v4 pro
    • +carries glm, deepseek, qwen and llama families in current versions
    • +explicit 50% batch discount and deep cache-read discounts
    • +two models served free
    cons
    • no published rate limits
    • no speed or throughput figures of its own
    • qwen3-max is 'tiered pricing' with no public rate
  2. 2

    DeepInfra

    #2 in llm inference providers · the cheapest tokens in the category by a distance — with no glm models at all.

    89/100

    verdictunbeatable on price — a tenth of together's rate for the same llama weights — provided nothing you need is a glm model.

    DeepInfra vs Nebius AI Studio
     Nebius AI StudioDeepInfra
    priceunpublished$0.10 / 1m in
    free tiernono
    billingper-tokenper-token, 3 tiers
    llama 70b inputunpublished$0.10/1m
    deepseek v4offered, price unreadable$1.30/1m in
    glm-5.2glm-5.1 listednot served
    batch discountunpublishedflex tier at 0.8x

    switch forhigh-volume workloads on llama and deepseek where the model is already decided and the bill is the problem.

    pros
    • +cheapest verified per-token prices in the category, by 10x on llama
    • +undercuts the reference price on deepseek v4 pro too
    • +flex tier at 0.8x for latency-tolerant work
    • +wide deepseek lineup across v3, v3.1, v3.2 and v4
    cons
    • no glm models found on the pricing page at all
    • qwen3.7-max is expensive here at $2.50/$7.50
    • no published rate limits or speed figures
  3. 3

    Fireworks AI

    #3 in llm inference providers · the most legible pricing in the category, and the cheapest route to a frontier deepseek by a wide margin.

    88/100

    verdictpublishes more of its own pricing structure than anyone here, and deepseek v4 flash at $0.14/$0.28 is the standout value in the whole category.

    Fireworks AI vs Nebius AI Studio
     Nebius AI StudioFireworks AI
    priceunpublished$0.14 / 1m in
    free tiernoyes
    billingper-tokenper-token, std/priority
    llama 70b inputunpublishedgeneric tier, ~$0.90
    deepseek v4offered, price unreadable$1.74 pro / $0.14 flash
    glm-5.2glm-5.1 listed$1.40/1m in
    batch discountunpublished50%

    switch forteams who want the frontier open models with the tiering and caching spelled out before they commit.

    pros
    • +deepseek v4 flash at $0.14/$0.28 — best frontier value here
    • +standard vs priority and cached rates published per model
    • +unnamed models priced by parameter tier, not by quote
    • +50% batch discount plus on-demand gpu rental
    cons
    • no named llama flagship price — likely the generic $0.90 tier
    • openai-sdk compatibility not stated on its pricing pages
    • no published rate limits or speed figures
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  4. 4

    Together AI

    #4 in llm inference providers · every deployment shape from serverless to your own gpu cluster — at the highest llama price on this list.

    86/100

    verdictthe widest ladder in the category — pay-per-token, provisioned throughput, dedicated instances, whole clusters — and you pay for the ladder on every token.

    Together AI vs Nebius AI Studio
     Nebius AI StudioTogether AI
    priceunpublished$1.04 / 1m in
    free tiernono
    billingper-tokenper-token to dedicated
    llama 70b inputunpublished$1.04/1m
    deepseek v4offered, price unreadable$1.74/1m in
    glm-5.2glm-5.1 listed$1.40/1m in
    batch discountunpublishednone; commit instead

    switch forteams who expect to graduate from serverless to reserved throughput or dedicated hardware without changing vendor.

    pros
    • +serverless through ptu, dedicated instances and full clusters
    • +same-day access to new frontier open releases
    • +steep cached-input rates across deepseek, glm and qwen
    • +volume discounts up to 32% on commitments
    cons
    • 10x deepinfra's price on the anchor llama model
    • no batch api discount — savings require capacity commitments
    • no published rate limits; dynamic and account-level
    • $4 minimum per fine-tuning job
  5. 5

    Groq

    #5 in llm inference providers · the only vendor here that prints tokens-per-second next to the price — on a catalogue of five models.

    85/100

    verdictuniquely transparent about throughput and priced fairly for it — but a five-model catalogue with no deepseek and no glm rules it out for a lot of work.

    Groq vs Nebius AI Studio
     Nebius AI StudioGroq
    priceunpublished$0.59 / 1m in
    free tiernoyes
    billingper-tokenper-token
    llama 70b inputunpublished$0.59/1m
    deepseek v4offered, price unreadablenot served
    glm-5.2glm-5.1 listednot served
    batch discountunpublished50%

    switch forlatency-sensitive products that can live on llama or gpt-oss and want the speed number in writing.

    pros
    • +per-model tokens-per-second published on the pricing page
    • +50% off both batch and cached input
    • +openai sdk drop-in compatibility
    • +genuinely low latency at a mid-field price
    cons
    • only five models on the public pricing page
    • no deepseek and no glm models at all
    • free tier capped at 1,000 requests a day on the 70b
    • minimax restricted to enterprise customers
  6. 6

    OpenRouter

    #6 in llm inference providers · one endpoint in front of the whole market, at genuinely no markup — which makes the routing itself the product.

    84/100

    verdictcharges nothing to sit in the middle, which is rare enough to be worth using — you just can't look up 'the openrouter price' for anything, because there isn't one.

    OpenRouter vs Nebius AI Studio
     Nebius AI StudioOpenRouter
    priceunpublishedthe routed provider's price
    free tiernoyes
    billingper-tokenpass-through
    llama 70b inputunpublishedrouted provider's rate
    deepseek v4offered, price unreadablevia routed provider
    glm-5.2glm-5.1 listedvia routed provider
    batch discountunpublishedprovider's own

    switch foranyone still choosing, still comparing, or wanting to switch providers without shipping a code change.

    pros
    • +no markup on standard inference, per its own faq
    • +one openai-compatible endpoint across most of this list
    • +switching provider or model needs no code change
    • +free tier for evaluation, 1,000 requests/day after $10 credit
    cons
    • no price list of its own — cost depends entirely on routing
    • byok costs 5% beyond 1m requests a month
    • free models explicitly not recommended for production
    • model catalogue renders only with javascript
  7. 7

    Baseten

    #7 in llm inference providers · the compliance-first option — soc 2 type ii and hipaa, hybrid deployment, and no public price for half its catalogue.

    81/100

    verdictthe right answer when compliance drives the decision — priced at the market reference on what it does publish, and silent on the rest.

    Baseten vs Nebius AI Studio
     Nebius AI StudioBaseten
    priceunpublished$0.60 / 1m in
    free tiernoyes
    billingper-tokenper-token + dedicated
    llama 70b inputunpublishednot published
    deepseek v4offered, price unreadable$1.74/1m in
    glm-5.2glm-5.1 listed$1.40/1m in
    batch discountunpublishednone found

    switch forregulated teams who need the certifications and the option to run the same stack in their own environment.

    pros
    • +soc 2 type ii and hipaa, rare in this field
    • +cloud, self-hosted and hybrid deployment
    • +compute-time billing with no idle charges
    • +broad library including kimi k2.7 and nemotron 3 ultra
    cons
    • llama and qwen models carry no public per-token price
    • only nine models priced on the public page
    • no batch discount found
    • no published rate limits or speed figures
  8. 8

    Cerebras

    #8 in llm inference providers · the fastest inference hardware built, attached to a pricing page that wouldn't tell us what anything costs.

    76/100

    verdictthe technology is genuinely in a class of its own and the subscription tiers are good value — but we could not verify a single per-token rate, and that costs it eight places.

    Cerebras vs Nebius AI Studio
     Nebius AI StudioCerebras
    priceunpublishedunpublished
    free tiernoyes
    billingper-tokenper-token + subscriptions
    llama 70b inputunpublishedunpublished
    deepseek v4offered, price unreadableunpublished
    glm-5.2glm-5.1 listedunpublished
    batch discountunpublishedunpublished

    switch fordevelopers who want extreme throughput and can work within a daily-token subscription rather than a per-token budget.

    pros
    • +fastest inference hardware in the category by a wide margin
    • +generous daily token allowances on flat subscriptions
    • +$5 free credits and a low $10 self-serve minimum
    cons
    • per-model token prices unreadable across three attempts
    • speed marketed as '20x' with no model or figure attached
    • no published numeric rate limits
    • a preview model is already scheduled for deprecation
  9. 9

    SambaNova

    #9 in llm inference providers · custom silicon built for speed, from a vendor that publishes no speed figures and stopped at deepseek v3.2.

    73/100

    verdictfair llama pricing on interesting hardware, undone by a catalogue that has fallen a generation behind and documentation with holes in it.

    SambaNova vs Nebius AI Studio
     Nebius AI StudioSambaNova
    priceunpublished$0.60 / 1m in
    free tiernono
    billingper-tokenper-token
    llama 70b inputunpublished$0.60/1m
    deepseek v4offered, price unreadablenot served; v3.2 only
    glm-5.2glm-5.1 listednot served
    batch discountunpublishednot published

    switch forteams already committed to deepseek v3.x who want it on dataflow hardware rather than gpus.

    pros
    • +competitive llama 3.3 70b pricing at $0.60/$1.20
    • +genuinely distinct rdu hardware architecture
    • +openai-sdk compatibility confirmed in its docs
    • +steep cached-input discount on minimax
    cons
    • deepseek stops at v3.2 — no v4 at all
    • no glm or qwen models on the pricing page
    • publishes no speed figures despite selling speed
    • rate-limits documentation returned 404
  10. 10

    inference.net

    #11 in llm inference providers · the cheapest llama 4 scout price we found, wrapped in a plan structure that meters something other than tokens.

    68/100

    verdictthe headline prices are excellent and the catalogue we could verify is three models deep — a good deal you can't fully evaluate.

    inference.net vs Nebius AI Studio
     Nebius AI Studioinference.net
    priceunpublished$0.08 / 1m in
    free tiernoyes
    billingper-tokenper-token + request plans
    llama 70b inputunpublishedllama 4 only, $0.08
    deepseek v4offered, price unreadablenot found; v3.2 $0.14
    glm-5.2glm-5.1 listednamed, not priced
    batch discountunpublishednot published

    switch forcost-driven workloads on llama 4 scout or maverick that fit inside the request allowances.

    pros
    • +cheapest verified llama 4 scout and maverick prices here
    • +a million gateway requests included at the free entry tier
    • +clear per-minute request limits, which most rivals don't publish
    cons
    • main price table doesn't render as static text
    • no verifiable price for glm-5.2, deepseek v4 or qwen
    • catalogue size unpublished
    • 30 requests/minute on the entry tier is restrictive
+ 3 more tested, not detailed here
we ranked 14 llm inference providers in total. the 3 that didn't make this page are written up in the full ranking →

how these were compared

every tool on this page went through the same test as Nebius AI Studio — same tasks, same order, scored the same way. the comparison tables are the figures from that testing, not vendor spec sheets.

the llm inference providers test in full →
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