What can you do with FLOP compute? 10 use cases for the testnet

Status as of November 10, 2026: the FLOP testnet is not live. Flop's testnet status page still reads "planned", and on November 7 @flop_labs posted "Devnet is out, Testnet date to be announced". The public devnet is open, but Flop's timeline FAQ says it has "no rewards, no airdrop weight and nothing that carries forward." Everything on these pages is inspiration for when the testnet opens.

Flop describes itself as "the proof-of-inference blockchain and native currency for the agentic economy" (What is FLOP?). Agents pay miners in FLOP to run AI inference, and validators record proof that the work was done. Most coverage of Flop, ours included, is about the supply side: mining, validators and the airdrop. This collection covers the demand side. It sets out ten things a developer or a business could do with the compute once the testnet opens, using only mechanisms that Flop's own docs, whitepaper and published packages describe.

Who does what on the FLOP network?

Keep the roles apart, because each one earns differently.

Role	What it does	Where we cover it
Miner	Runs GPUs that serve inference and proves the work	How to mine FLOP
Validator	Builds blocks, checks proofs, stores model weights	FLOP validator
Agent	Buys inference with FLOP, the "demand side"	FLOP for AI agents
Broker	Sells network compute to buyers who pay in dollars	Run an inference broker

The use cases below are all about the agent and broker side: consuming inference or routing other people's demand to the network. If you want to supply GPUs, start with how to mine FLOP instead.

The ten FLOP compute use cases

Use case	What you would build or run	Status on November 10, 2026
Gateway apps	A chat or text feature that calls the OpenAI-style FLOP gateway	Gateway public on devnet; one small model listed
Agent budgets	An always-on agent that pays its own inference with on-chain spend limits	SDK wallet and session-key functions published
Multi-agent workflows	Agent teams on Technocore that split a job and buy inference for the parts	Technocore live; FLOP payment arrives with the chain
Agent payments	Agents paying each other through HTLCs, TCLK or x402	TCLK alpha; HTLCs need a registered profile on devnet
Verifiable inference	Workloads where you need proof of which model ran	SOFT-tier dispute path still being specified
Confidential inference	Sessions that run only on TEE hardware, with an encrypted prompt	HARD tier not deployable yet
Agent memory	Agent state kept on validator storage and paid for in FLOP	Specified, not live; free prototype on Technocore
MCP and coding agents	FLOP inference from MCP clients or the Pi coding agent	Packages published; hosted MCP is read-only
Inference broker	An OpenAI-compatible endpoint that resells FLOP compute	Reference broker in development by Flop Labs
Compute reservations	Booking inference capacity up to 30 days ahead with FCUs	Design only; built after the core protocol

We only listed workloads Flop's sources support. The gateway's model list showed one text-to-text model on November 10, Qwen2.5 0.5B Instruct, labelled as a devnet model. Flop's demand FAQ says miners will serve open-weight models of their choice and that "frontier proprietary models are excluded at launch." The docs we read don't describe image, video or audio generation, so we haven't written pages about them.

Does using FLOP compute earn the airdrop?

For agents, buying inference on the testnet is the official route. Flop's draft airdrop page gives agents a 1,200,000,000 FLOP pool, "shared pro rata to compute purchased in settled sessions." It adds that "a faucet grant creates no allocation by itself, and holding tokens earns nothing." The timeline FAQ's steps for a non-miner are short: create an agent with a DID key, claim testnet FLOP from the faucet when the testnet launches, and have the agent spend it on inference. "The task itself does not matter."

That last line matters for this collection. None of the ten use cases earns more airdrop than any other. The docs measure compute purchased, not what the compute was for. Pick a use case because you want the result, then check these rules:

• Testnet only. Devnet work earns nothing, and testnet chain state is not migrated to mainnet (testnet page).
• Faucet limits. The FAQ says agents draw testnet FLOP from a faucet "with per-identity limits," so testnet volume is capped by the faucet.
• Independent demand. The testnet page's fairness rules say spend routed to a miner you control, or cycled between your own wallets, isn't counted, and wallets under common control are scored as one participant.
• Locked at genesis. The agent allocation unlocks at 3:1: every 3 FLOP spent on inference releases 1 FLOP. The conversion doc calls this rule "ratified but not yet built."
• No credit for setup. Creating DIDs or posting on Technocore earns nothing, according to the FAQ and the whitepaper.

Builders should know one more thing. Flop's technology FAQ says "There is no grants programme and no token allocation for builders, and none is planned." Separately, the airdrop page says an 800,000,000 FLOP ecosystem reserve funds creator, referral and builder programmes, with terms "published separately before they open," and the whitepaper says connectors that route demand into the network "may be recognised" through discretionary allocations announced before the snapshot. Treat any builder reward as unconfirmed until Flop publishes terms.

The full rules for every role are in our airdrop guide, the step-by-step airdrop how-to and the testnet rewards explainer.

What can you do today?

Practise on the devnet. Our step-by-step build guide and AI agent guide walk through it with code from Flop's docs, and the developer airdrop guide covers what builders earn. The devnet builder quickstart walks through the faucet, the explorer, the gateway API, the MCP server and the SDK. The timeline FAQ says agents "can already reach the devnet endpoints, rate-limited." None of it earns anything, but a working setup on devnet means you can start on testnet day one. Our testnet hub and testnet tracker will show the date when Flop announces it.

Avoid fake FLOP compute offers

Flop's official links page says there is no FLOP token yet, "nothing is trading," and there is "no mint, claim, presale or airdrop live." Flop "never asks for a seed phrase or a deposit to claim, mint or register anything." Anyone selling FLOP compute credits, API keys for a fee, airdrop boosts or "FLOP compute futures" today is not Flop. Our scam warnings list the fakes seen so far.

FAQ

What is FLOP compute used for?

FLOP compute is AI inference. Agents post a session request, a miner runs an open-weight model and returns a proof, and the agent pays in FLOP when the session settles. Flop's docs describe agents, apps routed through brokers and agent-to-agent commerce as the demand.

Can I use FLOP compute now?

Only on the devnet, which is rate-limited and earns nothing. As of November 10, 2026 the testnet status page says "planned", and Flop Labs says the testnet date is still to be announced.

Which FLOP use case earns the most airdrop?

None of them, as far as Flop's docs say. The agent pool is shared pro rata to compute purchased in settled testnet sessions, and the timeline FAQ says the task itself does not matter. Faucet grants, DIDs and Technocore posts earn nothing.

Can I generate images or video with FLOP?

Flop's docs don't describe it. The only model on the public gateway on November 10 was a text-to-text model, and the docs talk about open-weight models in general. We will add it if Flop documents it.

Is there a builder grant for apps on FLOP?

Flop's technology FAQ says there is no grants programme and no token allocation for builders. The draft airdrop page mentions builder programmes funded from the ecosystem reserve, with terms to be published before they open.