Alternatives toFireworks AI

Best alternatives to Fireworks AI in 2026

Running a large language model yourself means renting expensive graphics cards, keeping them busy enough to be worth the cost, and tuning a lot of infrastructure just to answer questions quickly. Fireworks AI removes that whole layer of work: you send a request to an API, an open-source model answers it on infrastructure Fireworks already built and optimized for speed, and you pay only for what you use. Fireworks AI is a cloud inference platform offering 40+ optimized open-source language models through OpenAI- and Anthropic-compatible APIs, so switching from a proprietary model provider is usually a small code change rather than a rewrite. It supports serverless per-token billing for pay-as-you-go usage, on-demand and reserved dedicated GPU deployments for predictable heavy workloads, and fine-tuning (supervised, preference-based and reinforcement learning methods, including cheaper LoRA-based tuning) for teams that need a model adapted to their own data. Pricing for serverless inference starts around $0.10 per million tokens for smaller models and scales up by model size, dedicated GPUs run roughly $7-$12/hour depending on the hardware tier (H100 through B300), and fine-tuning is priced per million training tokens starting near $0.50/1M for LoRA. The company raised a large Series D round in mid-2026, reflecting how central inference infrastructure has become to the AI stack.

Quick comparison of Fireworks AI alternatives

#ToolBest forPrice
1replicate (PyPI)Développeurs
2ReplicateDéveloppeurs
3VapiEnterprise customers, SaaS developers and voice-agent builders needing phone-based AI agents
4SuperAnnotateEnterprise organizations and foundation model builders needing multimodal data annotation
5RunPodAI developers, researchers and companies training and serving ML models without long procurement cycles
6RimeEnterprises in fintech, healthcare and hospitality needing natural, multilingual conversational voice AI
7Retell AISupport and sales teams in healthcare, financial services, insurance, logistics, retail and hospitality
8LambdaHyperscalers, regulated enterprises, frontier AI labs, startups, researchers and government
9LabelboxFrontier AI labs, research teams and enterprises building AI agents and robotics systems
10Kili TechnologyData scientists and AI/ML teams running multiple large-scale annotation projects in parallel
11EncordComputer vision and physical AI/robotics teams needing to label video, 3D/LiDAR and multi-sensor data
12DeepgramDevelopers building voice AI applications, platforms embedding speech APIs, enterprises with custom model needs
#1
#2
#3
  • Bundles STT, LLM, TTS and telephony into one platform
  • Sub-500ms latency target for natural phone conversations
#4
SuperAnnotate
AI & Machine Learning🌐 EN

Data annotation and evaluation platform that turns raw images, video, text and audio into labeled datasets for training and fine-tuning AI models.

#ai#mlops#data-science#data-engineering#machine-learning
superannotate.com
📄 Full details →
👥 Target audience

Enterprise organizations and foundation model builders needing multimodal data annotation

🌍 Target countries

Worldwide

🗣️ Available languages
EN
🔄 Alternatives
LabelboxEncordKili Technology
🔗 Visit SuperAnnotate
  • Multimodal annotation across images, video, text and audio
  • Built-in integrations with major cloud data warehouses
#5
  • Self-serve with no contracts or minimum commitments
  • Sub-200ms serverless cold starts
#6
  • 600+ voices across 50+ languages and regional dialects
  • Deterministic pronunciation controls for proper nouns/technical terms
#7
  • Drag-and-drop configuration, accessible to non-engineers
  • ~600ms latency target for natural conversation
#8
  • Scales from single GPU rentals to 165,000+ GPU superclusters
  • Research-first origins with strong credibility among AI labs
#9
Labelbox
AI & Machine Learning🌐 EN

Data platform for labeling, curating and generating human feedback to train and fine-tune AI models, including reinforcement learning workflows.

#ai#mlops#data-science#machine-learning#fine-tuning
labelbox.com
📄 Full details →
👥 Target audience

Frontier AI labs, research teams and enterprises building AI agents and robotics systems

🌍 Target countries

Worldwide

🗣️ Available languages
EN
🔄 Alternatives
EncordSuperAnnotateKili Technology
🔗 Visit Labelbox
  • RL and human-feedback infrastructure (Horizon, Recursion) beyond basic labeling
  • Large network of contracted expert reviewers for quality human feedback
#10
Kili Technology
AI & Machine Learning🌐 EN

Data annotation platform built for organizations running many labeling projects at once across images, video, text, PDF and geospatial data.

#ai#mlops#data-science#data-engineering#machine-learning
kili-technology.com
📄 Full details →
👥 Target audience

Data scientists and AI/ML teams running multiple large-scale annotation projects in parallel

🌍 Target countries

Worldwide

🗣️ Available languages
EN
🔄 Alternatives
LabelboxEncordSuperAnnotate
🔗 Visit Kili Technology
  • Built for managing many concurrent annotation projects at once
  • Distinctive geospatial data annotation support
#11
Encord
AI & Machine Learning🌐 EN

Platform for labeling, organizing and quality-checking the images, video and sensor data used to train computer vision and robotics AI models.

#ai#mlops#data-science#data-engineering#machine-learning
encord.com
📄 Full details →
👥 Target audience

Computer vision and physical AI/robotics teams needing to label video, 3D/LiDAR and multi-sensor data

🌍 Target countries

Worldwide

🗣️ Available languages
EN
🔄 Alternatives
LabelboxSuperAnnotateKili Technology
🔗 Visit Encord
  • Native video, LiDAR and 3D/spatial annotation support
  • Multi-sensor dataset orchestration for robotics/autonomous systems
#12
Deepgram
AI & Machine Learning🌐 EN

Speech recognition and voice-generation API that lets developers add accurate, fast transcription and natural-sounding speech to any app.

#api#transcription#nlp#ai-agents#ai
deepgram.com
📄 Full details →
👥 Target audience

Developers building voice AI applications, platforms embedding speech APIs, enterprises with custom model needs

🌍 Target countries

Worldwide

🗣️ Available languages
EN
🔄 Alternatives
CartesiaRimeAssemblyAI
🔗 Visit Deepgram
  • Both speech-to-text and text-to-speech in one API
  • Bundled Voice Agent API for full voice pipelines

FAQ about Fireworks AI alternatives

What is the best alternative to Fireworks AI in 2026?
Based on our selection, replicate (PyPI) is the best alternative to Fireworks AI in 2026. Package Python: replicate. See our full ranking above to compare all options.
Is Fireworks AI free?
Fireworks AI is a paid tool. Several alternatives in our selection offer free or freemium versions.
How many alternatives to Fireworks AI are there?
mySelectas has listed 12 alternatives to Fireworks AI in the AI & Machine Learning category. Our selection is updated regularly to include the best options available.