Together AI Review

A polished, enterprise-grade open-model inference and GPU-cluster provider with transparent published per-token and per-GPU rates, but it is centralized, card/ACH-only with no crypto path, fully prepaid and non-refundable, and offers no compute proof.

7.1
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// Review

by the bestcloudmining editorial desk · review version 2 · prose updated 2026-09-24 · facts as of 2026-09-24 · how we verify

Overview

Together AI is a centralized GPU cloud provider offering per-GPU/hour and per-token inference pricing for AI workloads, targeting developers and enterprises needing scalable compute. It supports major open models via API, SSH, and Kubernetes, with transparent fiat-based pricing. However, it offers no crypto payments, no hardware ownership, and no verifiable proof of compute - relying entirely on commercial trust.

What you can rent

You can rent GPU clusters (H100, H200, B200, B300, GB200, GB300 NVL72) on-demand, preemptibly, or via reserved terms, along with serverless inference, fine-tuning, and sandbox environments. Access is via API, console, SSH, Kubernetes, or CLI. You pay for compute time and data transfer, but you do not own the hardware, cannot verify its physical existence, and have no self-custody options.

Contract & terms

Contract types include on-demand, preemptible, reserved (7-180 days), serverless, and fine-tuning, but no fixed-term consumer contracts are defined. Maintenance fees are not listed, payouts aren’t applicable (you pay upfront), and there’s no refund or pro-rata policy for partial usage. Prepaid credits don’t expire, but ACH payments take 1-3 days to clear. Minimum purchase is $5.

Proof & verifiability

There is no proof-of-compute, hardware attestation, or TEE verification. Together AI is a centralized provider; you must trust their infrastructure exists and is properly allocated. Their status page and public documentation are available, but technical proof that you’re using the GPUs you pay for is not offered.

Reliability & history

Together AI has a solid reputation as a high-quality, enterprise-grade inference provider since mid-2022, incorporated in Delaware and governed by California law. No red flags or scam allegations exist. Community feedback notes pricing and latency concerns at scale, but not legitimacy issues. Data quality is verified, and operator details are transparent.

Pricing

Pricing starts at $1.99 per GPU/hour (preemptible H100) and goes up to $8.19 for on-demand B200. Serverless inference is priced per 1M tokens (e.g., $0.14-$15.00 depending on model). Minimum spend is $5. Payments are fiat-only: credit/debit cards or U.S. ACH. No crypto is accepted, and no KYC is documented for standard API use.

Verdict

Together AI is a reliable, transparent option for developers needing open-model inference or GPU clusters with predictable pricing, but it’s centralized, non-refundable, and lacks verifiable compute. Only consider it if you accept full reliance on their service and are comfortable with prepaid fiat-only billing.

++ What works

  • Published per-1M-token inference prices and per-GPU cluster rates (on-demand, preemptible, reserved)
  • Broad NVIDIA cluster lineup (H100/H200/B200 up to GB200/GB300 NVL72) plus serverless, fine-tuning and storage
  • Prepaid credits never expire; $5 minimum makes small trials possible
  • Enterprise SLAs and Provisioned Throughput for production workloads

-- What to watch

  • Fiat-only: cards and U.S. ACH; prepaid cards rejected, no crypto at all
  • Fully prepaid, fees non-cancelable and non-refundable, no free trial
  • Centralized and opaque about physical infrastructure; no compute proof
  • Community reports inconsistent serverless latency and, at points, a smaller big-model catalog than competitors

Pricing reality check

Documented price$1.99 per GPU/hr
Minimum$5
NotesOfficial pricing page observed 2026-09-24. GPU Clusters, all per GPU/hr: preemptible H100 $1.99, on-demand H100 $3.99; preemptible H200 $2.99, on-demand $5.99; preemptible B200 $4.09, on-demand $8.19. Reserved rates step down with term (H100 $3.69/$3.45/$3.19 for 7-30/31-90/91-180 days; H200 $4.99/$4.15/$3.99; B200 $7.99/$7.79/$6.79). Dedicated Inference single-tenant GPUs: HGX H100 promo $3.99 (was $5.49, valid until 09/30/26), HGX B200 $8.99; H200/B300/GB200/GB300 contact sales. Serverless inference is priced per 1M tokens: DeepSeek V4 Flash 0731 $0.14 in / $0.28 out; gpt-oss-120B $0.15 / $0.60; Llama 3.3 70B $1.04 / $1.04; MiniMax M3 $0.30 / $1.20; Kimi K3 $3.00 / $15.00. Shared filesystem storage $0.16/GiB/month. Sandbox $0.0446/vCPU/hr plus $0.0149/GiB RAM/hr; code interpreter $0.03/session (60 min). Fine-tuning per 1M tokens with model-specific minimums ($4-$60).

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// Together AI FAQ

Is Together AI legit?

Based on our checks as of 2026-09-24: Together AI scores 7.1/10 in our weighted review. We logged no red flags. User reports and operator background are documented with dated sources in the meta-review below.

What do I actually get when I rent from Together AI?

You get access to GPU time or inference capacity via API or SSH, but no ownership of hardware or tokens. It’s a usage-based cloud service, not a mining or staking product.

What are the total costs and fees?

You pay per GPU/hour or per 1M tokens, with no hidden fees. Prepaid credits are non-refundable, and there’s no pro-rata refund for partial months.

Is there a minimum or trial available?

Yes, minimum purchase is $5. There are no free trials, but prepaid credits don’t expire.

How do payouts work?

Payouts don’t apply - you’re paying for compute, not earning from it. Your “payout” is the service itself.

What happens if Together AI shuts down?

Your access stops immediately. Prepaid credits may be lost unless refunded at their discretion, and no recourse exists beyond legal action.

How does this compare to buying hardware or coins directly?

Renting avoids upfront hardware costs and maintenance, but offers no asset ownership. Unlike buying coins, there’s no speculative upside - only utility for AI workloads.

// The meta-review: what the internet says about Together AI

We do not expect you to trust us. This review is a meta-review: below you see what other review sites claim, what users report on Reddit, forums and complaint boards, and who actually operates Together AI. Every claim links to its source so you can verify it yourself. Our verdict forms from these sources plus our own fact checks - not the other way around.

// What other reviewers say (0)

Heads-up: most cloud mining "reviews" are affiliate content. We mark our reliability judgement on every source and include critical voices deliberately.

No third-party reviews with usable evidence found yet. In this niche that is itself a signal - most "review" sites are paid placements.

// What users say (2)

Reddit, forums, complaint boards. Anecdotes, not proof - but payout complaints and host-reliability patterns are the best early-warning system this market has.

reddit.com 10 upvotes mixed

r/AI_Agents - Anyone moved away from Together.ai? Looking for alternatives

A user scaling an inference project says Together's pricing is 'getting hard to justify' and that latency has been inconsistent, and asks for alternatives with decent model selection. A cost/latency caution, not a fraud claim. Found via pullpush.io.

source dated 2026-06-27 · verified by us 2026-09-24 · HTTP 200 · known site, treat as indicative
reddit.com 2 upvotes mixed

r/LLMDevs - What's the best inference platform as of April 2026?

A developer evaluating production inference says 'Together.ai doesn't have big models' and prefers direct API calls to other platforms. A model-catalog criticism rather than a reliability or payment issue. Found via pullpush.io.

source dated 2026-04-03 · verified by us 2026-09-24 · HTTP 200 · unverified / anonymous source

// Who is behind Together AI?

Cloud mining ownership is often deliberately opaque. This is what we could verify - with sources. Confidence: high (checked 2026-09-24).

OperatorTogether AI
Legal entityTogether Computer, Inc.
Registered inUnited States

Other sites run by the same operator/network:

  • Together AI
  • Together Computer
  • Together GPU Clusters
  • Together Serverless Inference

Terms of Service state the site is owned and operated by Together Computer, Inc., a Delaware corporation. The company is headquartered in San Francisco. together.ai existed as a live site by July 2022 (Wayback), supporting the 2022 founding estimate.

// Sources & how this review was built

Every external source used on this page, with the date we fetched it. Methodology: how we verify. Sources disappear or change - if a link is dead, tell us via contact.

  1. [1] community reddit.com - r/AI_Agents - Anyone moved away from Together.ai? Looking for alternatives dated 2026-06-27 · fetched 2026-09-24 · HTTP 200
  2. [2] community reddit.com - r/LLMDevs - What's the best inference platform as of April 2026? dated 2026-04-03 · fetched 2026-09-24 · HTTP 200
  3. [3] operator together.ai - Together AI Terms of Service dated 2026-05-19 · fetched 2026-09-24 · HTTP 200
  4. [4] operator together.ai - Pricing - Serverless Inference, GPU Clusters, Fine-Tuning fetched 2026-09-24 · HTTP 200
  5. [5] operator docs.together.ai - Payment methods & invoices fetched 2026-09-24 · HTTP 200
  6. [6] operator docs.together.ai - Credits fetched 2026-09-24 · HTTP 200
  7. [7] operator docs.together.ai - GPU Clusters - billing fetched 2026-09-24 · HTTP 200
  8. [8] operator docs.together.ai - Manage your account fetched 2026-09-24 · HTTP 200
  9. [9] operator status.together.ai - Together AI status page fetched 2026-09-24 · HTTP 200
  10. [10] watchdog web.archive.org - Wayback Machine capture of together.ai (2022-07-22) dated 2022-07-22 · fetched 2026-09-24 · HTTP 200

Initial database sources (pre meta-review):

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