Platform comparison

Novita AI vs Groq: price, speed and accuracy

Choose Novita AI for GPT-OSS 120B at one-third of Groq's listed input price ($0.05 vs $0.15 per 1M tokens), or Groq for about 2.2× the output speed in the Artificial Analysis (AA) snapshot (474 vs 218 tokens/s).

Updated · 15 sources · Methodology

GPT-OSS 120B: listed prices, limits and AA point estimates
Dimension Winner Margin Evidence
Price (input / output) Novita AI ~67% lower listed input price Novita AI $0.05 / $0.25 vs Groq $0.15 / $0.60 per 1M tokens12
Output speed Groq ~2.2× output rate Groq 474 vs Novita AI 218 tokens/s3
Median first-chunk latency Groq 0.25 s lower median Groq 0.67 s vs Novita AI 0.92 s3
Endpoint Accuracy Index Novita AI +3 pts higher point estimate Novita AI 93% vs Groq 90%3
Listed maximum output Groq ~2× listed token cap Groq 65,536 vs Novita AI 32K tokens25

Performance

Performance

GPT-OSS 120B at high reasoning effort in the 2026-10-14 AA snapshot. Higher speed and reference-relative accuracy index are better; lower first-chunk median is better.

Metric Novita AI Groq
Median output speed (tokens/s) 218 474
First-chunk median (s) 0.92 0.67
Endpoint Accuracy Index v1.0 (point estimate) 93% 90%

Source: Artificial Analysis3 · Checked 2026-10-14

Pricing

Pricing

GPT-OSS 120B prices in USD per 1M tokens.

Metric Novita AI Groq
Input / 1M tokens $0.05 $0.15
Output / 1M tokens $0.25 $0.60
Cached input / 1M tokens No caching for this model $0.075
Batch discount 50% 50%
Context window (tokens) 128K 131,072
Max output (tokens) 32K 65,536

Sources: Novita AI Pricing1, Novita AI GPT-OSS 120B5, Groq GPT-OSS 120B2, Novita AI Batch9, Groq Batch6 · Checked 2026-10-14

Estimated token cost: 100M input + 20M billed output tokens
Novita AI $10.00
Groq $27.00
Lower estimated token cost is better.

Platforms

How each platform runs in production

The same questions answered for both, from each provider's own documentation.

Dimension Novita AI Groq
API & SDK OpenAI-compatible chat completions at https://api.novita.ai/openai. GPT-OSS 120B supports function calling and structured outputs.75 Mostly OpenAI-compatible API, plus official Python and TypeScript SDKs. GPT-OSS 120B adds built-in browser search and code execution.82
Model catalog Advertises 200+ models across text, image, video and audio. Context, caching and Batch support depend on the individual model.19 6 production models: 4 language models and 2 speech-recognition models. Preview models are separate and can be discontinued at short notice.4
Serving options Serverless API, Batch with a 24-hour processing window, and autoscaling Dedicated Endpoints. Batch supports up to 50,000 requests per file; unfinished requests expire at the end of the window.910 On-demand by default; Flex trades best-effort capacity for higher limits and can return over-capacity errors; Batch runs in a 24-hour to 7-day window.611
Pricing model Per token on serverless and Batch; per GPU-second on Dedicated Endpoints, which can scale to zero when idle.110 Per token on demand and in Batch. Enterprise Performance uses contracted, provisioned capacity rather than pay-per-token billing; its published guarantees apply to that tier.212
Limits & controls GPT-OSS 120B allows 30–6,000 RPM across T1–T5, with 50M TPM at every tier. Tier eligibility depends on monthly top-ups in the current and previous two calendar months; team budgets can cap spend per member and API key.1314 Per-model limits by plan: GPT-OSS 120B gets 1K RPM and 250K TPM on the Developer plan. Projects and model permissions; the monthly spend limit is organization-wide, not per API key.415

Novita AI rate limits for GPT-OSS 120B

Swipe to see all columns

Tier T1 T2 T3 T4 T5
Monthly top-up thresholds (USD) Default 50+ 500+ 3,000+ 10,000+
Requests per minute 30 100 1,000 3,000 6,000
Tokens per minute 50M 50M 50M 50M 50M

Source: Novita AI LLM Rate Limits13 · Checked 2026-10-14

Which to choose

Choose lower token costs or faster responses

Choose Novita AI if…

  • Your workload is cost-sensitive: estimated base token charges are $10 vs $27 for 100M uncached input and 20M billed output tokens.
  • You prefer the endpoint with the higher observed AA reference-relative index: 93% vs 90% in the captured comparison.
  • Your product mixes text with image, video or audio models, or needs Agent Sandbox and GPUs on the same account.
  • You want spend caps per API key, or a dedicated endpoint that scales to zero.

Choose Groq if…

  • Fast streaming is central to your application: AA records 474 vs 218 tokens/s, about 2.2× the output rate.
  • Initial response latency matters: AA's first-chunk median is 0.67 s vs 0.92 s; the first answer can arrive later.
  • You need a larger listed completion budget: 65,536 tokens on Groq versus Novita AI's published 32K cap.
  • Spiky traffic can run on best-effort Flex capacity, or you need an enterprise latency SLA.

FAQ

Frequently asked questions

Is Novita AI good?

Novita AI is a cost-focused option for GPT-OSS 120B: its listed input price is $0.05 per 1M tokens versus Groq's $0.15. Groq leads output speed in this page's AA snapshot at 474 versus 218 tokens/s, so the lower price does not imply faster generation.123

What does Novita AI do?

Novita AI provides model APIs, GPU infrastructure and agent sandboxes, and advertises 200+ models across text, image, video and audio. For this comparison, GPT-OSS 120B is available through its serverless API; limits and features depend on the model.157

What is the price of Novita AI models?

Prices vary by model; Novita AI lists GPT-OSS 120B at $0.05 per 1M input tokens and $0.25 per 1M output tokens. The page’s 100M-input and 20M-billed-output example totals $10 at uncached synchronous rates.15

Methodology

Methodology and sources

Groq and Novita AI are compared on GPT-OSS 120B using AA's 2026-10-14 provider-table snapshot: high reasoning effort, 10,000 input tokens and 72-hour medians. Output throughput excludes the wait for the first chunk, which can contain reasoning. The Endpoint Accuracy Index v1.0 is relative to AA's reference endpoint, not a task pass rate; the displayed point estimates do not establish statistical significance.

The Groq and Novita cost bars apply uncached synchronous token prices to 100M input and 20M billed output tokens, including charged reasoning. They are estimates rather than invoices and exclude tax, retries and discounts. Novita's 50% Batch offer is introductory; Groq's Batch and caching discounts do not stack. Catalog counts use each platform's published scope, and rounded K limits retain the published precision. Novita AI publishes this comparison from public sources without a private workload benchmark.

  1. Novita AI · Pricing novita.ai · Checked 2026-10-14
  2. Groq · GPT-OSS 120B console.groq.com · Checked 2026-10-14
  3. Artificial Analysis · GPT-OSS 120B Providers artificialanalysis.ai · Checked 2026-10-14
  4. Groq · Supported Models console.groq.com · Checked 2026-10-14
  5. Novita AI · GPT-OSS 120B novita.ai · Checked 2026-10-14
  6. Groq · Batch Processing console.groq.com · Checked 2026-10-14
  7. Novita AI · LLM API docs.novita.ai · Checked 2026-10-14
  8. Groq · OpenAI Compatibility console.groq.com · Checked 2026-10-14
  9. Novita AI · Batch API docs.novita.ai · Checked 2026-10-14
  10. Novita AI · Dedicated Endpoints docs.novita.ai · Checked 2026-10-14
  11. Groq · Service Tiers console.groq.com · Checked 2026-10-14
  12. Groq · Performance Tier console.groq.com · Checked 2026-10-14
  13. Novita AI · LLM Rate Limits docs.novita.ai · Checked 2026-10-14
  14. Novita AI · Budgets docs.novita.ai · Checked 2026-10-14
  15. Groq · Spend Limits console.groq.com · Checked 2026-10-14

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