AI credits for startups in 2026: 19 Best Picks, Compared
Free model, API and GPU credits from AI labs and AI infrastructure companies. Below are the 19 AI credits for startups we cover in 2026, ranked by our editor score, reader upvotes and how often readers click through.
Last updated October 2026 · 19 listings reviewed
1
Up to $350,000 in Google Cloud credits over two years for VC-funded startups building on Gemini.
🎁 up to $350k · #1 web rank
8.5/10
What you get Google Cloud's AI programme gives AI-first startups up to $350,000 in Google Cloud credits over two years. In year 1, Google covers 100% of eligible usage up to $250,000 for AI-first startups (up to $100,000 for other startups). In year 2, it covers 20% of usage up to an additional $100,000. The credits cover Google's own models… Read more →
Pros
- Very large credit amount
- Covers Gemini and Gemma plus the wider Google Cloud
- No partner code needed
Cons
- Requires institutional equity funding
- Third-party models not covered by credits
Pricing: Up to $350k in credits & perks · google-cloud gemini vertex-ai cloud-credits gpu
🔥 Deal: Up to $350,000 in Google Cloud credits over 2 years for AI-first startups
2
Up to $150K in Azure credits (up to $200K via investor partners) usable on Microsoft Foundry models.
🎁 up to $150k · partner code · #7 web rank · ▲ 1 this week
8.0/10
What you get Microsoft for Startups gives members up to $150K in Startup credits over time as the startup shows verified progress, service adoption and sustained Azure usage. Startups backed by Microsoft's Investor Network may unlock up to $200K and expanded support. Credits can be used on eligible Azure services, and members get access to Azure AI capabilities, including models… Read more →
Pros
- Open to unfunded startups
- Credits work on Foundry models and the wider Azure platform
- Marketplace and co-sell support
Cons
- Credits unlock in stages based on usage
- Top tier needs an Investor Network backer
Pricing: Up to $150k in credits & perks · azure microsoft-foundry azure-openai cloud-credits
🔥 Deal: Up to $150K in Azure Startup credits (up to $200K for Investor Network-backed startups)
3
Claude API credits, higher rate limits, a partner perk stack and office hours for startups building on Claude.
🎁 up to $100k · partner code · #2.4k web rank · ▲ 24 this week
8.0/10
What you get Anthropic's startup programme (Claude Startups) bundles several benefits. Members get access to the Claude Startup Stack, a set of discounts and credits from companies that build with Claude, which Anthropic describes as worth up to $45,000. These partner offers come from independent third-party companies, not from Anthropic. Examples listed today include $5K of ClickHouse Cloud credits, 12… Read more →
Pros
- Open to bootstrapped teams, not only VC-backed ones
- Higher rate limits and Applied AI office hours
- Partner perk stack worth up to $45,000
Cons
- Largest API credits need a partner VC
- Claude Team and $1K API offer currently over capacity
Pricing: Up to $100k in credits & perks · claude anthropic llm-api api-credits rate-limits
🔥 Deal: Up to $100K extra Claude API credits via partner VCs, plus partner perks worth up to $45,000
4
12 months of the ElevenLabs platform with 33 million characters for voice AI startups under 25 people.
🎁 up to $5.5k · #3.5k web rank · ▲ 79 this week
8.0/10
What you get An ElevenLabs Startup Grant gives you 12 months of free access to the full ElevenLabs platform, including Conversational AI (Agents), Text to Speech and Speech to Text, with 33,000,000 characters. ElevenLabs says this is over 680 hours of Agents usage and "more than $5,500+ in value". You also get founder events and startup support, in person and… Read more →
Pros
- Full platform for 12 months, no VC needed
- Large character allowance
- Fast decision
Cons
- Only for teams under 25 people
- Converts to the Free plan at the end
Pricing: Up to $5.5k in credits & perks · voice-ai text-to-speech conversational-ai elevenlabs
🔥 Deal: 12 months free with 33M characters (stated value more than $5,500)
5
Free programme with DLI training, cloud credits from NVIDIA and partners, GPU pricing and VC introductions.
#377 web rank · ▲ 1 this week
7.5/10
What you get NVIDIA Inception is free, with no fees and no equity. Members get codes for free self-paced courses and special pricing on instructor-led workshops at the NVIDIA Deep Learning Institute, access to free cloud credits from NVIDIA and its partners, and preferred pricing on a subset of enterprise GPUs (given as a rebate on the supplier's standard price;… Read more →
Pros
- Free with no equity and no funding requirement
- Unlocks partner GPU credit offers
- DLI training and VC introductions
Cons
- No stated credit amounts from NVIDIA itself
- Pitch deck required to apply
Pricing: Free to join · nvidia gpu training cloud-credits vc-network
6
Up to $100,000 in Deepgram speech-to-text, text-to-speech and Voice Agent credits over 12 months.
🎁 up to $100k · partner code · #25k web rank · ▼ 7 this week
7.5/10
What you get Deepgram offers up to $100,000 in credits over 12 months for its speech-to-text, text-to-speech and Voice Agent APIs. Members also get invite-only events, engineering support groups and the Deepgram startup community. Who qualifies You should be an AI builder or early-stage startup, in production or planning to launch within six months, and committed to building and engaging… Read more →
Pros
- High ceiling for voice AI usage
- Existing customers may apply
- Fast review and credit delivery
Cons
- Amount varies; top amounts mostly via partners
- Credits expire after 12 months
Pricing: Up to $100k in credits & perks · speech-to-text text-to-speech voice-agents deepgram
🔥 Deal: Up to $100,000 in Deepgram credits over 12 months
7
Up to $50K in Together AI platform credits plus forward-deployed engineering hours, tiered by how much you raised.
🎁 up to $50k · #43k web rank · ▲ 171 this week
7.5/10
What you get Together AI's accelerator gives selected AI startups free platform credits and engineering time, in three tiers set by how much you have raised: - Build (raised up to $5M): up to $15K in credits and 3 hours of forward-deployed engineering. - Scale ($5M to $10M): up to $30K in credits and 6 hours. - Grow (over $10M):… Read more →
Pros
- Clear published tiers
- Includes forward-deployed engineering hours
- Covers inference, fine-tuning and clusters
Cons
- Reserved GPU Clusters excluded
- Earliest teams get the smallest tier
Pricing: Up to $50k in credits & perks · open-models inference fine-tuning gpu together-ai
🔥 Deal: Up to $15K / $30K / $50K in platform credits depending on funding raised
8
12 months of recurring free speech-to-text credits and startup pricing for voice and audio products.
#34k web rank · ▲ 25 this week
7.0/10
What you get Accepted startups get 12 months of recurring free credits and discounted startup pricing, access to AssemblyAI's latest features, co-marketing opportunities and a global community of voice AI builders. The credits work on the Speech-to-Text API, Streaming Speech-to-Text API and Dictation API. Who qualifies Early-stage startups from bootstrapped to Series A that build products with speech or audio… Read more →
Pros
- Open to bootstrapped teams
- Discount continues after credits run out
- Quick application
Cons
- Credit amount not published
Pricing: Free to join · speech-to-text transcription streaming assemblyai
🔥 Deal: 12 months of recurring free credits plus startup pricing
9
Up to $25,000 for dedicated inference or training and up to $2,500 for Model APIs, for seed to Series A AI startups.
🎁 up to $25k · #37k web rank · ▲ 56 this week
7.0/10
What you get Baseten's startup programme gives you credits in two parts: up to $25,000 for dedicated inference or training and up to $2,500 for Model APIs. Support starts with responses within a few business hours and grows to shared Slack channels and Zoom calls. You also get invitations to Baseten events, cross-cloud autoscaling and go-to-market help such as amplifying… Read more →
Pros
- Published credit amounts
- Covers dedicated inference and training
- Responsive support
Cons
- Credits expire after six months
- Needs seed or Series A funding
Pricing: Up to $25k in credits & perks · inference model-deployment training baseten
🔥 Deal: Up to $25,000 for dedicated inference or training plus up to $2,500 for Model APIs
10
Free Pinecone Standard tier with Pro Support plus usage credits and discounts for early-stage startups.
#39k web rank · ▲ 294 this week
7.0/10
What you get Pinecone's startup programme gives you free access to the Standard tier with Pro Support: any cloud and region deployment, RBAC, backups, import, Prometheus metrics and a dedicated Slack channel. Participants also receive usage credits and discounts. Who qualifies Companies with fewer than 100 employees that are Series A or earlier. Good to know - The page does… Read more →
Pros
- Standard tier with Pro Support for free
- Open to bootstrapped and funded teams
- Dedicated Slack channel
Cons
- Credit amount and expiry not published
Pricing: Free to join · vector-database rag search pinecone
🔥 Deal: Free Standard tier with Pro Support plus usage credits
11
OpenAI API credits, rate limit upgrades and engineer time for startups backed by OpenAI partner VCs.
partner code · #111 web rank · ▼ 5 this week
6.5/10
What you get OpenAI's startup page offers resources at three levels. Anyone can use the Build resources: starter repos, Build Hours (live technical sessions), cookbooks and guides, plus founder events and the Startup Drop newsletter. Startups backed by a VC in OpenAI's partner network may also get free API credits, rate limit upgrades, time with solutions engineers, invitations to exclusive… Read more →
Pros
- API credits plus rate limit upgrades and engineer time
- Free Build Hours, repos and events for everyone
- Simple application, no pitch deck
Cons
- Credits only through partner VCs
- No credit amount published
Pricing: Free to join · openai gpt llm-api api-credits vc-partners
12
Discounted LangSmith seats for early VC-backed startups, or $10K in credits via LangChain partner VCs.
🎁 up to $10k · partner code · #15k web rank · ▲ 56 this week
6.5/10
What you get LangChain runs two tiers for its LangSmith platform (tracing, evaluation and deployment for LLM apps and agents): - Build: discounted seat pricing for early-stage, VC-backed startups and founders. The page does not state the discount percentage. - Scale: $10K in LangSmith credits, available for one year, plus VIP event invitations, office hours and cohort sessions, a VIP… Read more →
Pros
- Observability and evals for agents
- Fast activation
- Two years for YC companies
Cons
- Credits need a premier VC partner
- Build tier discount not published
Pricing: Up to $10k in credits & perks · langsmith langchain llm-observability evals agents
🔥 Deal: $10K in LangSmith credits for 1 year (Scale tier, premier VC partners)
13
$1,000 in GPU credits for pre-Series A teams, or a $25,000 bonus on a $50K commitment for scaling startups.
🎁 up to $75k · #21k web rank · ▲ 109 this week
6.5/10
What you get Runpod's startup programme has two tiers: - Starter tier: $1,000 in credits, full platform access, self-serve onboarding, flexible use with no product-type restrictions and direct support from the Runpod team. - Growth tier: commit $50K upfront and start with $75K in total credits, which is a one-time $25,000 bonus under a 12-month agreement. It includes a 30-minute… Read more →
Pros
- Clear published amounts
- Starter credits usable on any Runpod product
- Holistic review, not only VC-backed
Cons
- Big tier is a bonus on a $50K commitment, not free credit
Pricing: Up to $75k in credits & perks · gpu-cloud serverless-gpu pods runpod
🔥 Deal: $1,000 Starter credits, or $75K credits for a $50K commitment (Growth tier)
14
Build credits, higher rate limits and applied AI engineers for VC-backed startups on Fireworks inference.
#34k web rank · ▲ 63 this week
6.5/10
What you get Fireworks AI's startup programme offers build credits and options for higher rate limits, access to applied AI engineers, roadmap sessions with the product team, cookbooks, guides and repos, startup meetups, workshops and hackathons, and joint marketing and case studies. Who qualifies - Venture-backed startups with more than $500k in funding. - Not yet at Series D or… Read more →
Pros
- Applied AI engineers and roadmap sessions
- Higher rate limit options
- Wide funding window up to Series C
Cons
- No published credit amount
- Needs $500k+ venture funding
Pricing: Free to join · inference open-models fine-tuning fireworks
🔥 Deal: Fireworks AI Startup Program: build credits plus rate-limit upgrades for venture-backed startups with $500K+ raised, below Series D.
15
One-time serverless GPU credits, engineering support and GTM help for VC-backed AI startups new to Modal.
partner code · #35k web rank · ▲ 216 this week
6.5/10
What you get Modal offers a one-time grant of free compute credits (the page says "thousands of free GPU credits"), direct access to Modal's engineering team for technical support, go-to-market amplification on launches and raises, and a community of founders with online and in-person events. Credits can be used on all compute resources, including in-demand GPU types. Who qualifies You… Read more →
Pros
- Serverless GPUs with no infrastructure work
- Engineering and GTM support
- Long list of partner funds
Cons
- No published credit amount
- Needs VC funding; one-time grant
Pricing: Free to join · serverless-gpu inference fine-tuning batch modal
🔥 Deal: Modal for Startups: one-time serverless GPU credits (amount not published) for VC-backed or $1M+ raised teams.
16
20% off Qdrant Cloud for the first year, plus technical advice, co-marketing and partner perks.
#92k web rank · ▲ 7.0k this week
6.0/10
What you get Qdrant gives accepted startups a 20% discount on Qdrant Cloud for the first year (12 months from acceptance), expert technical advice sessions, co-marketing (social posts, possible Discord talks or webinars, case studies) and perks from partners Hugging Face, LlamaIndex and Airbyte. Who qualifies All of these must apply: - New Qdrant Cloud user (existing accounts qualify only… Read more →
Pros
- Clear, simple terms
- Partner perks and technical sessions
- Open to bootstrapped teams under $5M
Cons
- Discount only, no free credit
- Marketplace billing not eligible
Pricing: Free to join · vector-database rag qdrant open-source
🔥 Deal: 20% off Qdrant Cloud for the first year
17
$5,000 in introductory GPU credits and up to $150,000 in compute savings for startups with $5M+ VC backing.
🎁 up to $150k · partner code · #53k web rank · ▲ 118 this week
5.5/10
What you get Nebius's startup offer gives $5,000 in introductory credits that you can use immediately to train models or run inference on Nebius on demand, plus up to $150,000 in compute savings through discounted pricing as you scale. Who qualifies - VC- or accelerator-backed, with at least $5M raised. The startups page says the $5M must come from one… Read more →
Pros
- GPU credits usable immediately
- Large ongoing discount as you scale
Cons
- Needs $5M+ from a partner VC
- Waitlist and no guaranteed response time
Pricing: Up to $150k in credits & perks · gpu-cloud training inference nebius
🔥 Deal: $5,000 in introductory credits plus up to $150,000 in compute savings
18
12 months of Cartesia Startup Tier (1.25M credits a month) for Google for Startups Cloud Program Scale tier members.
partner code · #99k web rank · ▲ 157 this week
5.5/10
What you get Cartesia, which builds real-time voice models, offers 12 months of its Startup Tier to Scale tier members of the Google for Startups Cloud Program. That includes 1.25M credits per month with up to 5 concurrent requests, including Pro Voice Cloning. Who qualifies Only Scale tier members of the Google for Startups Cloud Program. Cartesia links to Google's… Read more →
Pros
- A full year of Startup Tier
- Includes Pro Voice Cloning
Cons
- Only for Google Scale tier members
- No dollar value stated
Pricing: Free to join · voice-ai text-to-speech voice-cloning cartesia
🔥 Deal: 12 months of Startup Tier (1.25M credits/month) for Google for Startups Scale tier members
19
$1,000 in Lambda Cloud credits for on-demand B200, H100, A100 and GH200 GPUs, for NVIDIA Inception members.
🎁 up to $1k · partner code · #119k web rank · ▲ 884 this week
5.5/10
What you get Lambda gives $1,000 in cloud credits to NVIDIA Inception members for building AI on Lambda Cloud. The credits cover on-demand NVIDIA B200, H100 and A100 GPUs and GH200 Grace Hopper Superchips, plus persistent storage. Who qualifies Members of NVIDIA Inception, one grant per company. You must be located in, and pay with a credit card from, one… Read more →
Pros
- Access to top-end GPUs
- Twelve months to use the credits
Cons
- Small amount
- Requires NVIDIA Inception and an eligible-country card
Pricing: Up to $1k in credits & perks · gpu-cloud h100 b200 lambda nvidia-inception
🔥 Deal: $1,000 in Lambda Cloud credits for NVIDIA Inception members