Run coding-agent workflows from Hermes Agent, OpenClaw, Roo Code, Cline-style clients, RAG, batch tests, and long-context codebase work on Qwen3.6 via an OpenAI-compatible API. Approved prepaid customers typically receive an API key within 30 minutes after review.
Checkout starts reviewed setup; unsupported requests are refunded or rerouted. See what happens after payment.
Rough workload details are enough. Sensitive and large deployments are reviewed for model license, GPU availability, jurisdiction, safety, and compliance fit. Card, invoice, USDC, and USDT payment are available for approved customers where permitted.
Start free, prepay only what you need, buy short Qwen3.6 passes for burst testing, use RapidAPI marketplace billing, or request reserved NVIDIA A100 capacity for steady workloads.
Move from shared API testing to reserved or dedicated GPU capacity when volume, privacy, latency, or predictable cost matters. Qualified Qwen deployments target live API access in under 24 hours after access, capacity, and compliance approval.
Use RapidAPI when marketplace billing, app keys, and procurement are easier than direct prepaid credits.
Validate Qwen3.6 quality, latency fit, context behavior, and integration before buying.
Use direct Stripe checkout when you want simple token billing without seats or a sales call.
Launch week promo: get 50% extra prepaid usage credit after checkout review through May 17, 2026.
Time-boxed shared Qwen3.6 access with no per-token billing during the pass.
After checkout, LighterHub reviews payment status, region, workload fit, and current Qwen3.6 capacity. Approved prepaid customers typically receive an API key and quickstart instructions within 30 minutes after checkout review. If access cannot be approved or provisioned, LighterHub will contact you with next steps or refund guidance.
Different buyers use the same NVIDIA-backed inference stack through the path that matches their budget, procurement, privacy, and speed requirements.
Privacy, reserved capacity, benchmarked cost, and latency review.
Fast integration for startups and small businesses with predictable token pricing.
Ask for model help, credits, or educational access planning.
Research labs and nonprofits are eligible for model guidance and access planning based on available capacity.
Receive a model recommendation, estimated cost, and suggested access path.
One-screen view of the models worth evaluating. Prices are public OpenRouter floor benchmarks; LighterHub public API and reserved capacity are confirmed after workload review.
| Model | Status | Best fit | Ctx | Input / M | Output / M | Cache / GPU note |
|---|---|---|---|---|---|---|
| Qwen3.6 35B-A3B FP8qwen/qwen3.6-35b-a3b | Current route | Long RAG, documents, agents | 262K | $0.15 | $1.00 | $0.05 cache; proven 1x A100 FP8 |
| Qwen3.5 35B-A3BQwen/Qwen3.5-35B-A3B | Benchmark-ready | Qwen fallback, long context | 262K | $0.14 | $1.00 | $0.05 cache; A100 candidate |
| Qwen3-Coder-NextQwen/Qwen3-Coder-Next | Capacity planning | Coding agents, repo work | 262K | $0.11 | $0.80 | $0.07 cache; workload sizing |
| Qwen3 VL 30B-A3BQwen/Qwen3-VL-30B-A3B-Instruct | Benchmark-ready | Vision, docs, images | 131K | $0.13 | $0.52 | No cache discount; media benchmark |
| Gemma 4 31B ITgoogle/gemma-4-31B-it | Benchmark-ready | Quality chat, multimodal tests | 262K | $0.13 | $0.38 | No cache discount; A100 benchmark |
| Gemma 4 26B A4B ITgoogle/gemma-4-26B-A4B-it | Benchmark-ready | Cost-sensitive chat | 262K | $0.06 | $0.33 | No cache discount; education/startup fit |
| Mistral Small 3.2 24Bmistralai/Mistral-Small-3.2-24B | Benchmark-ready | Fast RAG, app integration | 128K | $0.075 | $0.20 | No cache discount; low-cost 128K |
| Llama 3.3 70B Instructmeta-llama/Llama-3.3-70B-Instruct | Capacity planning | Enterprise baseline evals | 131K | $0.10 | $0.32 | No cache discount; license/GPU review |
| gpt-oss-120bopenai/gpt-oss-120b | Capacity planning | Reasoning, agent workflows | 131K | $0.039 | $0.18 | No cache discount; multi-GPU review |
| OLMo 3 32B Thinkallenai/Olmo-3-32B-Think | Benchmark path | Research, education | 65K | $0.15 | $0.50 | No cache discount; HF/OpenRouter-listed |
Pricing audited against OpenRouter's public model API on May 10, 2026. Cache discounts appear only where OpenRouter exposes cached-read pricing. Reserved capacity is quoted after benchmark.
Enterprise-grade does not mean enterprise-only. It means the path from shared API to reserved GPU capacity is explicit, benchmarked, and confirmed before commitments are made.
Move to reserved or dedicated GPU capacity when volume, privacy, latency, or predictable cost matters. USDC and USDT are available for approved customers where permitted.
For qualified Qwen deployments, LighterHub targets live API access quickly after access, GPU availability, and compliance approval. Custom model moves are benchmarked before launch.
The current route supports OpenAI-compatible chat completions, streaming and non-streaming responses, usage accounting, prefix/cache-aware pricing where supported, and clean overload behavior.
curl https://api.lighterhub.app/v1/chat/completions \
-H "Authorization: Bearer $LIGHTERHUB_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "qwen/qwen3.6-35b-a3b",
"messages": [
{"role": "user", "content": "Summarize this policy memo."}
],
"stream": true,
"max_tokens": 700
}'Clear constraints help the right customers start faster and prevent unsupported expectations.
No. Startups, small businesses, students, colleges, labs, nonprofits, and enterprises are welcome to request access. Larger or sensitive deployments receive deeper intake.
No. Sensitive or large deployments go through model license, GPU availability, jurisdiction, safety, and compliance review. LighterHub supports customer-defined policy layers where appropriate.
Approved prepaid customers typically receive an API key and quickstart instructions within 30 minutes after checkout review when Qwen3.6 capacity is ready. Custom, high-volume, or reserved-capacity requests target access within 24 hours after payment, capacity confirmation, and compliance review.
Your payment creates a setup request. LighterHub reviews payment status, region, workload fit, and current Qwen3.6 capacity. Approved prepaid customers typically receive an API key and quickstart instructions within 30 minutes after checkout review. If access cannot be approved or provisioned, LighterHub will contact you with next steps or refund guidance.
LighterHub reviews customers worldwide where permitted. Priority launch markets include the United States, Canada, United Kingdom, Australia, New Zealand, Japan, South Korea, Taiwan, Belgium, Denmark, Finland, France, Germany, Ireland, Italy, Netherlands, Norway, Spain, and Sweden. Southeast Asia, including Vietnam, Thailand, Singapore, Malaysia, Indonesia, the Philippines, and Brunei, is available through manual review. Access depends on sanctions screening, export-control review, payment availability, model-license fit, capacity, and acceptable-use review.
Shared access is offered without a formal enterprise SLA. Reserved-capacity terms are quoted after benchmark and operational review.
Public API prices must match backend billing before deployment. Reserved capacity is quoted separately after workload benchmark and capacity planning.