Best AI Tools for Inference in 2026
Development work for inference connects requirements, errors, code notes, test cases, and implementation decisions into reviewable engineering progress.
Top Inference AI tool recommendations
These Inference AI tools are ranked by Inference fit score first, with free access and latest usage signals as secondary checks.
Groq is an AI inference platform explicitly designed for low-latency language model token generation.
Provides zero-markup AI inference at exact provider rates across more than five hundred distinct AI models.
The platform provides industry-leading ultra-fast inference speeds delivering up to 2400 tokens per second.
Best Free Inference AI Tools
Start with free Inference AI tools that cover practical Inference workflows before comparing paid pricing plans.
| Tool | Fit | Free status | Pricing | Why it fits | Website |
|---|---|---|---|---|---|
| Groq | 100 | Free option | Free, on-demand from $0.05/M tokens | Groq is an AI inference platform explicitly designed for low-latency language model token generation. | Visit |
| KiloClaw | 85 | Free option | Free, KiloClaw hosting from $8/mo, Teams from $15/user/mo | Provides zero-markup AI inference at exact provider rates across more than five hundred distinct AI models. | Visit |
Compare pricing for Inference AI tools
Compare plan names, prices, and short pricing notes for the top Inference AI tools before opening each official website.
| Tool | Fit | Pricing plans | Website |
|---|---|---|---|
GroqFree option | 100 | Llama 3.1 8B Instant$0.05 per M input / $0.08 per M output tokens High-efficiency model operating at fast inference speeds. Llama 4 Scout (17Bx16E)$0.11 per M input / $0.34 per M output tokens Next-generation model delivering fast execution speeds. DeepSeek R1 Distill Llama 70B$0.75 per M input / $0.99 per M output tokens Distilled reasoning model structured for complex workloads. PlayAI Dialog v1.0 (TTS)$50.00 per Million characters Text-to-Speech model with throughput of 140 characters/second. Whisper V3 Large (ASR)$0.111 per hour transcribed Speech recognition model with a minimum charge of 10 seconds per request. | Visit |
KiloClawFree option | 85 | Kilo Code (Core Platform)Free Start coding with AI for free. IDE Extensions, CLI, and visual App Builder included. Add pay-as-you-go credits at exact provider rates with no subscription required. KiloClaw Standard$4 for the first month, then $9/month Month-to-month subscription for hosting an OpenClaw agent. Includes a 1-week free trial with no credit card required. Cancel anytime. KiloClaw Commit$8/month 6-month subscription paid upfront ($48 total). Saves 11% compared to the Standard monthly rate. Includes a 1-week free trial. Kilo Pass Starter$19/month Optional AI usage subscription providing $28.5/mo in gateway credits (includes a 50% bonus). Kilo Pass Pro$49/month Optional AI usage subscription providing $73.5/mo in gateway credits (includes a 50% bonus). Kilo Pass Expert$199/month Optional AI usage subscription providing $298.5/mo in gateway credits (includes a 50% bonus). Teams$15 per user / month Collaborative plan for businesses. Includes usage analytics, shared agent modes, centralized billing, shared BYOK, and team data privacy controls. EnterpriseContact Sales Tailored plan for large organizations adding model restriction filters, audit logs, SSO/OIDC/SCIM support, and dedicated SLAs. | Visit |
Together AIPaid-first | 100 | Serverless Inference - Llama 4 Maverick$0.27 / 1M input tokens, $0.85 / 1M output tokens Per-token pricing for the 128-expert MoE powerhouse model Serverless Inference - Llama 4 Scout$0.18 / 1M input tokens, $0.59 / 1M output tokens Per-token pricing for the 109B parameter model optimized for multi-document analysis Serverless Inference - DeepSeek-V3$1.25 / 1M tokens Flat rate per 1 million tokens for the open Mixture-of-Experts model Serverless Inference - DeepSeek-R1$3.00 / 1M input tokens, $7.00 / 1M output tokens Per-token pricing for the state-of-the-art reasoning model Serverless Inference - DeepSeek-R1 Throughput$0.55 / 1M input tokens, $2.19 / 1M output tokens Optimized, high-throughput variant of DeepSeek-R1 Serverless Inference - Llama 3.3 / 3.1 / 3.2 (70B Text)$0.54 (Lite), $0.88 (Turbo), $0.90 (Reference) / 1M tokens Tiered performance options based on full precision, optimization, or lowest cost Serverless Inference - Qwen 3 235B A22B$0.20 / 1M input tokens, $0.60 / 1M output tokens Hybrid instruct + reasoning MoE model optimized for throughput Serverless Inference - FLUX.1 Kontext [max]$0.08 / Megapixel image In-context image generation and editing endpoint yielding roughly 12.5 images per $1 Serverless Inference - FLUX.1 [schnell] FreeFree Free serverless endpoint for the fastest state-of-the-art image generation model Serverless Inference - DeepSeek R1 Distilled Llama 70B FreeFree Free serverless endpoint to experiment with distilled reasoning model capabilities Dedicated Endpoints - 1x RTX-6000 48GB / 1x L40 48GB$0.025 / minute ($1.49 / hour) Customizable GPU endpoints billed per minute for deploying standard hardware instances Dedicated Endpoints - 1x H100 80GB$0.056 / minute ($3.36 / hour) Dedicated single-tenant Hopper GPU deployment for demanding inference workloads Dedicated Endpoints - 1x H200 141GB$0.083 / minute ($4.99 / hour) High-memory dedicated GPU endpoint for large scale deployment Supervised Fine-Tuning (Up to 16B Models)$0.48 / 1M tokens (LoRA), $0.54 / 1M tokens (Full FT) Price per million tokens processed in the training dataset multiplied by the number of epochs Supervised Fine-Tuning (70B - 100B Models)$2.90 / 1M tokens (LoRA), $3.20 / 1M tokens (Full FT) Fine-tuning rates for large-scale language model weights Together GPU Clusters (NVIDIA H100)Starting at $1.75 / hour Reserved training clusters with 80GB HBM2e memory and high-speed InfiniBand networking Together GPU Clusters (NVIDIA H200)Starting at $2.09 / hour Reserved training clusters with 141GB HBM3e memory Together GPU Clusters (Blackwell GB200 / B200)Contact Sales Next-generation training infrastructure clusters featuring 384GB or 192GB memory options Together Code Sandbox$0.0446 / hour per vCPU + $0.0149 / hour per GiB RAM Custom VM sandbox environments for large automated AI development pipelines Together Code Interpreter$0.03 / session Per 60-minute session execution cost for processing LLM-generated code | Visit |
fireworks.aiPaid-first | 100 | Developer PlanFree $1 credit, then Pay-as-you-go Includes serverless inference up to 6,000 RPM, on-demand GPU deployments of up to 8 GPUs (2,000 GPU hours/month), and up to 100 deployed models. Serverless Text Models (0B - 4B)$0.10 / 1M tokens Per-token serverless inference pricing for small models up to 4B parameters. Serverless Text Models (4B - 16B)$0.20 / 1M tokens Per-token serverless inference pricing for medium models between 4B and 16B parameters. Serverless Text Models (16.1B+)$0.90 / 1M tokens Per-token serverless inference pricing for large models above 16B parameters (such as DeepSeek V3). DeepSeek R1 (Fast)$3.00 input, $8.00 output / 1M tokens Optimized per-token serverless inference pricing for the DeepSeek R1 model. Qwen3 235B$0.22 input, $0.88 output / 1M tokens Per-token serverless inference pricing for the Qwen3 235B model. A100 80 GB GPU On-Demand$2.90 / hour Dedicated, private GPU deployment billed per GPU-second. H100 80 GB GPU On-Demand$5.80 / hour Dedicated, private high-performance GPU deployment billed per GPU-second. Enterprise PlanCustom Pricing Includes unlimited rate limits, dedicated VPC/VPN deployments, guaranteed uptime SLAs, and custom bulk pricing. | Visit |
SiliconFlowPaid-first | 100 | Serverless (Image Generation: FLUX 1.1 [pro])$0.04 per image Generate high-quality images from text prompts using FLUX 1.1 [pro]. Serverless (Video Generation: Wan2.2-T2V-A14B)$0.29 per video Create dynamic videos from text descriptions using state-of-the-art video models. Serverless (LLM: DeepSeek-R1)Input: $0.58 / M Tokens, Output: $2.29 / M Tokens High-performance language model inference with a 164K context length. Serverless (LLM: Qwen3-8B)Input: $0.06 / M Tokens, Output: $0.06 / M Tokens Affordable, lightweight language model running on an optimized stack. Serverless (Audio: Fish-Speech-1.5)$15.00 / M UTF-8 bytes Process and generate high-quality speech and text-to-speech audio. | Visit |
Deep InfraPaid-first | 98 | Llama-3.1-8B-Instruct$0.03 / 1M input tokens 128k context size, $0.05 / 1M output tokens Llama-3.1-70B-Instruct$0.23 / 1M input tokens 128k context size, $0.40 / 1M output tokens LoRA Llama-3.1-70B-Instruct$0.46 / 1M input tokens 128k context size, $0.80 / 1M output tokens Nvidia A100 GPU (Custom LLM)$1.50 / GPU-hour Dedicated SXM-connected GPU uptime billing Nvidia H100 GPU (Custom LLM)$2.40 / GPU-hour Dedicated GPU billing with autoscale Nvidia H200 GPU (Custom LLM)$3.00 / GPU-hour Dedicated GPU billing for demanding workloads bge-large-en-v1.5 (Embeddings)$0.01 / 1M input tokens 512 context size | Visit |
NebiusPaid-first | 95 | NVIDIA H200 GPU (On-Demand)$3.50 / hour 141 GB VRAM, 16 vCPUs, 200 GB RAM NVIDIA H200 GPU (Commitment)$2.30 / hour Intel Sapphire Rapids platform, 141 GB VRAM, 160 GB RAM, 20 vCPUs (Requires multi-month commitment of hundreds of units) NVIDIA H100 GPU (On-Demand)$2.95 / hour 80 GB VRAM, 16 vCPUs, 200 GB RAM NVIDIA H100 GPU (Commitment)$2.00 / hour Intel Sapphire Rapids platform, 80 GB VRAM, 160 GB RAM, 20 vCPUs (Requires multi-month commitment of hundreds of units) NVIDIA L40S GPU with AMD (On-Demand)from $1.82 / hour 48 GB VRAM, 16–192 vCPUs, 96–1152 GB RAM NVIDIA L40S GPU with Intel (On-Demand)from $1.55 / hour 48 GB VRAM, 8–40 vCPUs, 32–160 GB RAM Intel Ice Lake CPU Platform (On-Demand)from $0.05 / hour 2-80 vCPUs, 8-320 GB RAM AMD EPYC Genoa CPU Platform (On-Demand)from $0.10 / hour 4-64 vCPUs, 16-256 GB RAM Shared Filesystem SSD Storage$0.160 / GiB / month High-speed shared file storage for active clusters Network Disk (SSD)$0.071 / GiB / month Standard block storage option Object Storage Space$0.0147 / GiB / month S3-compatible storage for unstructured data sets | Visit |
Vast aiPaid-first | 90 | RTX 3090$0.31/hr On-demand rental price on Vast.ai RTX 4090$0.35/hr On-demand rental price on Vast.ai RTX 5090$0.69/hr On-demand rental price on Vast.ai H100$1.65/hr On-demand rental price on Vast.ai H200$2.40/hr On-demand rental price on Vast.ai | Visit |
Latest Inference AI tool overview
Rank the best online AI tools for Inference by free access, pricing, Inference task fit score, and the practical reason each tool belongs on this page.
| Tool | Free | Starting price | Task fit score | Why it fits | Visit |
|---|---|---|---|---|---|
| GrGroq | Yes | Free, on-demand from $0.05/M tokens | 100 | Groq is an AI inference platform explicitly designed for low-latency language model token generation. | Visit |
| CeCerebras | No | Contact for Pricing | 100 | The platform provides industry-leading ultra-fast inference speeds delivering up to 2400 tokens per second. | Visit |
| ToTogether AI | No | Free endpoints available; Paid inference from $0.008/1M tokens; GPU Clusters from $1.30/hr | 100 | Together AI explicitly serves as an AI Acceleration Cloud built for fast inference of generative AI models. | Visit |
| fifireworks.ai | No | Free $1 credits, pay-as-you-go from $0.10/1M tokens, on-demand GPUs from $2.90/hr | 100 | Fireworks AI is explicitly described as a high-performance inference platform for generative AI models. | Visit |
| SiSiliconFlow | No | Free trial with $1 credits, pay-as-you-go from $0.0014/image or $0.01/M tokens | 100 | It acts as a high-speed unified hub serving all AI inference needs across diverse architectures. | Visit |
| DeDeep Infra | No | Pay-as-you-go, Custom LLMs from $1.50/GPU-hour | 98 | The platform provides highly optimized serverless GPU infrastructure tailored for fast machine learning inference. | Visit |
| NeNebius | No | On-demand GPUs start from $1.55/hr, with commitment discounts reducing rates down to $0.80/hr. | 95 | Nebius AI Studio is explicitly designed for scalable open-source model fine-tuning and inference workflows. | Visit |
| VaVast ai | No | Starts at $0.31/hr | 90 | High-performance GPU instances are widely used to run inference tasks for models like Stable Diffusion. | Visit |
| KiKiloClaw | Yes | Free, KiloClaw hosting from $8/mo, Teams from $15/user/mo | 85 | Provides zero-markup AI inference at exact provider rates across more than five hundred distinct AI models. | Visit |
| MoMorph: Apply AI edits to files FAST | No | Free tier available, Contact for Enterprise pricing | 75 | The platform utilizes specialized inference optimizations and speculative decoding to achieve ultra-fast application speeds. | Visit |
AI tool categories that work for Inference
See which AI tool categories appear most often in the strongest Inference matches.
| Category | Matching tools | Free plans | Average fit | Top tool |
|---|---|---|---|---|
| AI Developer Tools | 8 | 0 | 95 | |
| Large Language Models (LLMs) | 7 | 1 | 95 | |
| AI API | 7 | 1 | 95 | |
| AI Models | 5 | 0 | 99 | |
| Open Source AI Models | 5 | 1 | 99 | |
| AI Image Generator | 2 | 0 | 95 |
Popular tools with strong fit for Inference
Compare usage signals with fit score so popular Inference tools do not outrank better workflow matches by traffic alone.
| Tool | Traffic signal | Fit | Price | Why it belongs |
|---|---|---|---|---|
| Groq | 3.6M/mo | 100 | Free, on-demand from $0.05/M tokens | Groq is an AI inference platform explicitly designed for low-latency language model token generation. |
| Vast ai | 1.4M/mo | 90 | Starts at $0.31/hr | High-performance GPU instances are widely used to run inference tasks for models like Stable Diffusion. |
| KiloClaw | 1.4M/mo | 85 | Free, KiloClaw hosting from $8/mo, Teams from $15/user/mo | Provides zero-markup AI inference at exact provider rates across more than five hundred distinct AI models. |
| Cerebras | 817K/mo | 100 | Contact for Pricing | The platform provides industry-leading ultra-fast inference speeds delivering up to 2400 tokens per second. |
| Together AI | 756K/mo | 100 | Free endpoints available; Paid inference from $0.008/1M tokens; GPU Clusters from $1.30/hr | Together AI explicitly serves as an AI Acceleration Cloud built for fast inference of generative AI models. |
| Nebius | 678K/mo | 95 | On-demand GPUs start from $1.55/hr, with commitment discounts reducing rates down to $0.80/hr. | Nebius AI Studio is explicitly designed for scalable open-source model fine-tuning and inference workflows. |
| fireworks.ai | 611K/mo | 100 | Free $1 credits, pay-as-you-go from $0.10/1M tokens, on-demand GPUs from $2.90/hr | Fireworks AI is explicitly described as a high-performance inference platform for generative AI models. |
| SiliconFlow | 434K/mo | 100 | Free trial with $1 credits, pay-as-you-go from $0.0014/image or $0.01/M tokens | It acts as a high-speed unified hub serving all AI inference needs across diverse architectures. |
Inference FAQ
Compare the latest ranked AI tools for Inference
Review top free and paid online AI-powered tools for Inference, pricing signals, and fit scores before choosing a Inference workflow.