CLAUDE FABLE 5.1 ($10/$50 MTOK) HYBRID INFRASTRUCTURE

Cut Fable 5.1 token spend by 82%.

At $10/$50 per MTok ($0.25 cached read), 1B monthly tokens on Claude Fable 5.1 costs $7,857+ even with 70% caching. Offload 85% of sub-agent execution, vision OCR, and 24/7 background loops to our 18-model fleet + free 24/7 Qwen 3.8 27B lane.

View AI Coding Plans ($60/mo) Compare Benchmarks & Pairing

OpenAI-Compatible /v1 24/7 Qwen 3.8 27B Dedicated NVMe VPS Included

AI Coding Plans

One OpenAI-compatible /v1 key for the full 18-model catalog: up to 1M-token context, a free 24/7 Qwen 3.8 27B coding lane, and an NVMe server included on every plan. Tokens reset every month.

Go

$30/ month

Up to 125M tokens, resets monthly

API benefits

Up to 125M tokens every month
All models, one key
Heavier models draw faster
Up to 1M-token context

Compute

4 GB RAM · 2 vCPU VPS
Full root on Windows or Ubuntu

Order Go

Plus

$60/ month

Up to 250M tokens, resets monthly

API benefits

Up to 250M tokens every month
All models, one key
Heavier models draw faster
Up to 1M-token context

Compute

16 GB RAM · 8 vCPU VPS
Full root on Windows or Ubuntu

Order Plus

Pro

$125/ month

Up to 500M tokens, resets monthly

API benefits

Up to 500M tokens every month
All models, one key
Heavier models draw faster
Up to 1M-token context

Compute

32 GB RAM · 16 vCPU VPS
Full root on Windows or Ubuntu

Order Pro

Ultra

$250/ month

Up to 1B tokens, resets monthly

API benefits

Up to 1B tokens every month
All models, one key
Heavier models draw faster
Up to 1M-token context

Compute

64 GB RAM · 32 vCPU VPS
Full root on Windows or Ubuntu

Order Ultra

Max

$500/ month

Up to 2B tokens, resets monthly

API benefits

Up to 2B tokens every month
All models, one key
Heavier models draw faster
Up to 1M-token context

Compute

128 GB RAM · 64 vCPU VPS
Full root on Windows or Ubuntu

Order Max

Token packs one-time top-up · never expires · no subscription

1B tokens$250 one-timeBuy 1B

2B tokens$500 one-timeBuy 2B

Every plan includes an OpenAI-compatible key, monthly token reset, and a dedicated VPS. Rate stays locked in while active.

Included models

The Ultimate Fleet

18 models in the fleet - 9 live now, 9 coming soon. OpenAI-compatible, up to 1M-token context, with a server on every plan.

One OpenAI-compatible /v1 key reaches every model. Context up to 1M tokens, varies by model.

VERIFIED BENCHMARKS & TOKEN ECONOMICS

Claude Fable 5.1 vs. BlueLeaf Hosting

Side-by-side coding benchmarks, output speeds, and monthly token economics across our 18-model gateway and proprietary flagships.

Category	Benchmark / Metric	BlueLeaf Hosting 18 Models + Free 27B + VPS	Claude Opus 4.5 (Xhigh) $5.00 / $25 MTok	Claude Opus 5.5 $4.00 / $20 MTok	Claude Fable 5.1 $10.00 / $50 MTok	GPT-6 Astra $4.00 / $16 MTok	Gemini 4 Argon $2.50 / $10 MTok
General & Science	AA Index v5.0Intelligence Index	34 (#1 in Fleet: Qwen 3.8 Max · #1 Open-Weights: 1017 at 32.5)	48	58	49	57	50
General & Science	GPQA Diamond & RiemannGraduate science & math logic	92.4% GPQA (deepseek-v4-pro · 90.9% 1017)	87.0% (GPQA)	69.6% (Riemann)	65.6% (Riemann)	72.0% (Riemann)	76.0% (Riemann)
Agentic Coding	DeepSWE v1.1 / FrontierSWE 2Multi-file repo engineering	74.2% (DeepSWE) (deepseek-v4.1-flash-1017)	59.0% (DeepSWE)	62.3% (FrontierSWE 2)	56.3% (FrontierSWE 2)	65.5% (FrontierSWE 2)	55.0% (FrontierSWE 2)
	LiveCodeBenchAlgorithmic & contest coding	93.5% (qwen3.8-max & deepseek-v4-pro)	88.8%	89.4%	82.4%	86.2%	84.0%
	Terminal-BenchCLI & shell execution	87.9% (v2.1) (V4 Pro · 26.8% v4.0 1017)	78.2% (v2.1)	59.6% (v4.0)	52.0% (v4.0)	59.1% (v4.0)	57.1% (v4.0)
Context & Speed	Context / Max Single OutputMax tokens generated per turn	1M / 384K Out (3x longer output than Claude)	1M / 128K	1M / 128K	1M / 128K	400K / 128K	1M / 65K
Context & Speed	Streaming ThroughputMedian output tokens / sec	175 - 300+ TPS (Live at status.blueleafhosting.com)	67 TPS	75 - 85 TPS	75 TPS	85 TPS	120 TPS
Economics & Compute	1B Monthly Tokens (70% Cached)90% Input / 10% Output blend	$250/mo Flat ($0.25/M effective · 0 overages)	$4,295/mo	$3,206/mo	$7,857/mo	$2,806/mo	$1,769/mo
	24/7 Builder LaneLinting, cron, bots, diffs	Included Free (qwen3.8-27b · 0 token burn)	None	None	None	None	None
	Dedicated NVMe VPS IncludedWindows Server 2022 or Ubuntu	16GB to 128GB RAM (8 to 64 vCPU AMD EPYC included)	$0 Hardware	$0 Hardware	$0 Hardware	$0 Hardware	$0 Hardware

View All 18 Official Model IDs Included With Every BlueLeaf Hosting Key (/v1/models)+

Canonical Model ID (accepted on /v1/chat/completions)	Best Role in Multi-Agent Pipeline	Context / Max Out	Modalities	token allowance Burn	Params
`deepseek-v4.1-flash-1017-fast` (+ `deepseek-v4.1-flash-1017`, `deepseek-v4.1-flash-0910-fast`, `deepseek-v4.1-flash-0910`, `deepseek-v4.1-flash-fast`, `deepseek-v4.1-flash`)	Primary SWE sub-agent, multi-file diffs, Ultra adaptive reasoning (74.2% DeepSWE)	1M / 384K	Text + Image Vision	Pooled Monthly Bank	671B
`qwen3.8-max` & `qwen3.8-flash`	Heavy algorithmic synthesis, complex math, & multimodal OCR (93.5% LiveCodeBench)	1M / 131K	Text + Image Vision	Pooled Monthly Bank	1T
`deepseek-v4-pro` & `deepseek-flash`	Graduate-level scientific & probability logic (92.4% GPQA Diamond, 42.7% HLE)	1M / 384K	Text	Pooled Monthly Bank	1T
`glm-5.3`, `glm-5.3-flash`, `glm-5.3-flash-0828`, `glm-5.2`, `glm-5.1`	Strict JSON schema adherence, structured tool calling, & low-latency agent loops	1M / 128K	Text + Image (5.3)	Pooled Monthly Bank	355B
`kimi-k3` & `muse-glimmer-30b`	Full-repo ingestion, video/image analysis (Kimi K3), & lightweight utility tasks	1M / 1M (Kimi)	Text + Image + Video	Pooled Monthly Bank	1T
`qwen3.8-27b` (aliased as `local` - 24/7 Builder Lane)	24/7 background bots, cron jobs, test linting, syntax checks, & boilerplate	128K / 32K	Text	0% BURN (INCLUDED)	27B
B`Doubao Seed 2.0 / 2.1` COMING SOON	ByteDance · Lite · mini · Pro · Code	1M / TBA	Text + Image	Not live yet	3.2T
K`Kimi-2.7 & earlier` COMING SOON	Moonshot AI · K2 family	1M / TBA	Text + Image	Not live yet	1T
H`HY-4` COMING SOON	Tencent Hunyuan	256K / TBA	Text + Image	Not live yet	770B
M`MiniMax-M3` COMING SOON	MiniMax	1M / TBA	Text + Image	Not live yet	428B
Q`Qwen3.5-397b-a17b` COMING SOON	Alibaba	1M / TBA	Text + Image	Not live yet	397B
X`MIMO (V2-Flash / Pro)` COMING SOON	Xiaomi	256K / TBA	Text + Image	Not live yet	309B
M`MiniMax-M2.7 & earlier` COMING SOON	MiniMax	256K / TBA	Text	Not live yet	230B

HYBRID INTEGRATION ARCHITECTURE · 15% PRIMARY / 85% SUB-AGENT SPLIT

How to Pair BlueLeaf Hosting (/v1) With Your Existing Setup

BREAK-EVEN: ~90M TOKENS/MO VS OPUS · ~35M VS FABLE

STEP 01 // ARCHITECTURAL SPLIT

Stretch Your Primary Quota 6x - 10x

Keep your primary model (Claude Opus, Fable 5.1, GPT-6 Astra, or Gemini) for top-level planning, ambiguous debugging, and final review (~15% of tokens). Offload 85% of sub-agent execution to your BlueLeaf Hosting token allowance and 100% of background loops to the qwen3.8-27b lane.

STEP 02 // TASK-SPECIFIC ROUTING

Route Each Job to Its Best Lane

Send multi-file edits to deepseek-v4.1-flash-1017-fast (74.2% DeepSWE, 384K output) or glm-5.3 for strict JSON. Send vision OCR to multimodal qwen3.8-max or kimi-k3, and 24/7 cron/linting to text-only qwen3.8-27b ($0 burn). Escalate to your primary model after 2 failed test runs.

STEP 03 // CLIENT & IDE WIRING

Zero-Conflict Setup in Minutes

Cline, Roo Code, DeepSeek Harness (dsh), and Hermes accept https://api.blueleafhosting.com/v1 natively. In Cursor (where the OpenAI Base URL override is global for Chat), run Cline/Roo/DSH inside Cursor for per-model routing. In Claude Code, route sub-agents via LiteLLM or MCP.

OPTION A // CLAUDE CODE SUB-AGENT PROXY (litellm_config.yaml)

model_list:
 - model_name: ebot-swe-fast
 litellm_params:
 model: openai/deepseek-v4.1-flash-1017-fast
 api_base: https://api.blueleafhosting.com/v1
 api_key: os.environ/EBOT_API_KEY
 - model_name: ebot-math-vision
 litellm_params:
 model: openai/qwen3.8-max
 api_base: https://api.blueleafhosting.com/v1
 api_key: os.environ/EBOT_API_KEY
 - model_name: ebot-27b
 litellm_params:
 model: openai/qwen3.8-27b
 api_base: https://api.blueleafhosting.com/v1
 api_key: os.environ/EBOT_API_KEY

OPTION B // DIRECT OPENAI /v1 DROP-IN (CLINE · ROO · DSH · HERMES · CURSOR)

export OPENAI_BASE_URL="https://api.blueleafhosting.com/v1"
export OPENAI_API_KEY="sk-ebot-your-founders-key"

# Verified Hybrid ROI Formula (90% In / 10% Out, 70% Cached):
# Monthly Savings = 0.85 * (Monthly_MTok) * (Primary_Blended_$/MTok) - Ebot_Plan
# • Claude Fable 5.1 ($10/$50): $7,857/mo -> $1,429 Hybrid (Save $6,428/mo · 82%)
# • Claude Opus 4.5 ($5/$25): $4,295/mo -> $894 Hybrid (Save $3,401/mo · 79%)
# • Claude Opus 5.5 ($4/$20): $3,206/mo -> $731 Hybrid (Save $2,475/mo · 77%)
# • Every plan includes a dedicated 16GB - 128GB AMD EPYC NVMe VPS.

Every layer runs on hardware we control.

Your dedicated RTX PRO 6000 & AMD EPYC™ environment comes pre-configured with DeepSeek Harness, Hermes, and OpenClaw out of the box. Enjoy dedicated privacy, live state snapshots, and zero rate limits across your optimized AgentOS.

Preloaded Agent Stack

Windows or Ubuntu, preloaded with OpenWebUI, DeepSeek Harness, Hermes, and OpenClaw. Log in and deploy your swarms.

Local Tokens

Burst past 10,000 TPS on RTX PRO 6000 hardware. No rate limits, no API queues, no per-token fees.

Live Snapshots

Agent state is fragile. Automatic environment snapshots let you roll back to a known-good state when a swarm crashes.

Bare-Metal Isolation

Your weights, your prompts, your data. Bare-metal isolation means no shared tenants and no third-party access to your workloads.

Long-Context Memory

ECC memory paired with GPU acceleration, sized to hold up to 1M-token context windows in memory.

100 Gbps Backbone

Direct uplinks to 100 Gbps transit. Your agents can crawl, pull, and ingest data at scale without saturating the pipe.

PCIe Gen4 NVMe

Up to 14,000 MB/s reads and writes. Model weights load fast, and storage stops being the bottleneck.

Zen 4 Architecture

AMD EPYC™ 9274F processors with up to 48 cores, 4.3 GHz boost clocks, and large L3 cache for parallel agent workloads.

Grandfathered Pricing

The price, speeds, and limits on your plan today stay locked in while active. No forced migrations. No surprise changes.

99.99% Uptime SLA

Backed by redundant power and 100 Gbit Ashburn transit in our enterprise datacenter so your fleet stays online 24/7.

BIOS & OS Tuned

Internal OS optimization scripts and custom BIOS settings, tuned for system, GPU, and network throughput.

Rolling Model Upgrades

When new frontier models ship, we add them to your cluster. No migration and no plan change required.

One flat monthly price

Your tokens reset every month. No surprise per-token invoice at the end of the month.

No token cap on builder

Qwen 3.8 27B runs all day on a dedicated lane that never draws down your monthly tokens.

Server included

Full root on Windows or Ubuntu with NVMe storage. Your own machine, not a shared container.

One key, every model

A single OpenAI-compatible /v1 endpoint with up to 1M-token context across the live catalog.

Frequently Asked Questions.

Setup, model access, infrastructure, and support, answered before you pick a plan.

What is included with an AI Coding or AgentOS plan?

Each plan combines dedicated NVMe server resources (Windows Server 2022 or Ubuntu), a 24/7 Qwen 3.8 27B coding lane, and an OpenAI-compatible API key for all 18 official frontier models.

How do I connect this to Claude Code, Cursor, or Codex?

Cline, Roo Code, DeepSeek Harness (dsh), and Hermes connect directly via our OpenAI-compatible https://api.blueleafhosting.com/v1 URL. Inside Cursor, you can either enable the OpenAI Base URL override for Chat or run Cline/Roo/DSH alongside Cursor's native Tab & Agent models. For Claude Code, route sub-agents via our LiteLLM proxy config or an MCP delegation tool.

Can I choose Windows or Ubuntu for my included server?

Yes. Every server can be delivered on Windows Server 2022 or Ubuntu LTS with full Administrator or root access.

How does model access change between tiers?

All four AI Coding Plans include all 18 official models and up to 1M-token context. Higher tiers scale your monthly token allowance (from 125M up to 2B tokens/month) and double your dedicated VPS RAM and vCPU cores.

How do monthly token resets work on 3-month and 6-month plans?

Your token allowance resets every 30 days on all billing cycles, while 3-month terms save 20% and 6-month terms save 25% off the monthly rate. The discount applies to price only - your token bank still resets every month.

Can you build a custom GPU or multi-server configuration?

Yes. Dedicated GPUs, multi-GPU systems, blade deployments, and custom token allowances can be scoped directly with our team. Start a custom quote.

Who handles support?

Our engineering team handles support directly: provisioning, infrastructure, networking, and account questions.

Need something custom?

Legacy machine, custom token allocation, multi-GPU cluster, or full cabinet. Talk directly with the team about capacity, networking, and deployment.

Cut Fable 5.1 token spend by 82%.

Go

Plus

Pro

Ultra

Max

The Ultimate Fleet

DeepSeek Flash

DeepSeek V4 Pro

GLM 5.1

GLM 5.2

GLM 5.3

Qwen 3.8 Flash

Qwen 3.8 Max

Qwen 3.8 27B

Kimi K3

Doubao Seed 2.0 / 2.1

Kimi-2.7 & earlier

HY-4

MiniMax-M3

StepFun Step 5 Preview

StepFun-3.7 and earlier

Qwen3.5-397b-a17b

MIMO (V2-Flash / Pro)

MiniMax-M2.7 & earlier

How to Pair BlueLeaf Hosting (/v1) With Your Existing Setup

Stretch Your Primary Quota 6x - 10x

Route Each Job to Its Best Lane

Zero-Conflict Setup in Minutes

Preloaded Agent Stack

Local Tokens

Live Snapshots

Bare-Metal Isolation

Long-Context Memory

100 Gbps Backbone

PCIe Gen4 NVMe

Zen 4 Architecture

Grandfathered Pricing

99.99% Uptime SLA

BIOS & OS Tuned

Rolling Model Upgrades

One flat monthly price

No token cap on builder

Server included

One key, every model

Need something custom?

Request a Free 24-Hour Sandbox /v1 Key