[RESEARCH]
Competitor analysis
Competitor analysis · Market research
Save ~70% vs GPT-5
Stop Paying GPT Prices for Agent Tasks
Every Agent Task. One Subscription.
One optimized SLM package for Hermes Agent and OpenClaw only. Free includes every workflow up to 10 million tokens; $25/month unlocks unlimited usage across the full catalog. Tasks adapt automatically to what your agent is trying to do.
Get 10M free tokens
How Agent Buddy Works
Hermes / OpenClaw
agent goal
Agent Buddy
routes
Optimized
output
auto-switches to
27 task models
by goal · fine-tuned
Hermes / OpenClaw
agent goal
Agent Buddy
routes
Optimized
output
auto-switches to
27 task models
by goal · fine-tuned
[CODING]
Code generation
Code generation · Debugging
[SUPPORT]
CRM updates
CRM updates · Database queries
[CONTENT]
SEO articles
SEO articles · Blog generation
[LEADS]
Prospect research
Prospect research · Company summaries
[VOICE]
AI receptionist
AI receptionist · Phone bot
Less tokens · ~70% saved · One API call
27
Task models
Included in one plan
10M
Free tokens
On the free tier
$25/mo
Unlimited
All tasks, no cap
Auto
Routing
Switches by agent goal
The solution
Meet Agent Buddy
Built exclusively for Hermes Agent and OpenClaw.
Not one giant chat model doing everything — a package of task-specific fine-tuned SLMs behind a single endpoint. You plug in Hermes or OpenClaw once; we handle which specialist model runs each step.
Built for Hermes and OpenClaw only. The active task shifts automatically based on your agent's goal — no manual API picking.
Agent Buddy
Qwen 3.5 family
Hermes optimizedOpenClaw optimizedModels
27 specialists
Routing
Auto switch
Pricing
$25/mo all tasks
Agent execution flow
Agent goalAgent BuddySwitch modelTool callDone
What actually happens
From agent goal to finished step
- 1
Your agent runs in Hermes or OpenClaw
You work exactly as you do today — goals, tool calls, multi-step loops. Nothing new to learn in your agent framework.
- 2
We read what the agent is trying to do
Each request is matched to the task at hand: competitor analysis, code review, JSON extraction, database write, and so on.
- 3
The right fine-tuned SLM responds
Not a 400B general model reasoning through everything — a smaller specialist trained only for that workflow. Faster inference, tighter outputs.
- 4
The goal shifts — we switch models
Mid-session pivot? The next call routes to a different task-specific model automatically. No config change, no downtime.
- 5
Your agent gets clean, actionable output
Valid tool arguments, reliable JSON, fewer retries. The loop completes with less back-and-forth and fewer wasted tokens.
- 6
Optimized usage cuts your bill
Every specialist response is shorter, faster, and more accurate — so you burn fewer tokens per agent run and avoid pay-per-retry charges on a frontier model. Most builders save ~70% vs GPT-style pricing; Unlimited is a flat $25/month instead of metering every step.
What's included
28 Agent Workflows. One Plan.
Every task below is part of your subscription when using Hermes or OpenClaw. Free tier includes all of them up to 10 million tokens; $25/month removes the cap.
6Categories
28Workflows
1 subscriptionPlans
6 tasks
Research Agent
Replace GPT-5 for autonomous research agents — competitor analysis, markets, legal, and startup scouting.
Included workflows
- Competitor analysis
- Market research
- Product research
- Legal research
- Due diligence
- Startup scouting
5 tasks
Tool calling
Included workflows
- Calender Actions
- CRM Actions
- data Enrichment
- Email Actions
- Web search
5 tasks
Coding Agent
Run your Hermes coding agents 70% cheaper — generation, debugging, refactoring, and PR reviews.
Included workflows
- Code generation
- Debugging
- Refactoring
- Documentation
- PR reviews
4 tasks
Customer Support Agent
Automate CRM updates, database lookups, Slack workflows, and API orchestration.
Included workflows
- CRM updates
- Database queries
- Slack automation
- API orchestration
4 tasks
Content Generation
SEO articles, blogs, social posts, and newsletters from a single content API.
Included workflows
- SEO articles
- Blog generation
- Social posts
- Newsletters
4 tasks
Lead Generation Agent
Prospect research, company briefs, personalized outreach, and follow-ups.
Included workflows
- Prospect research
- Company summaries
- Outreach personalization
- Follow-up creation
Included in plan · Hermes Agent & OpenClaw · Free up to 10M tokens
Benchmarks
Task-tuned SLMs match frontier scores
Each specialist model is fine-tuned for one agent workflow — on those tasks they score alongside leading general-purpose LLMs, with far less token waste.
On narrow agent tasks, specialists match or beat frontier models — without paying frontier prices per step.
openllmbuddy-agent-eval · v1.2
Hermes / OpenClaw agent task suite|n = 500 prompts per benchmark
Tool call accuracy
Correct function + valid arguments
Agent Buddy94.2%
task-slm
GPT-5 class91.1%
gpt-5-class
Δ +3.1
JSON schema compliance
Valid structured output on first try
Agent Buddy96.4%
task-slm
GPT-5 class88.3%
gpt-5-class
Δ +8.1
Multi-step agent planning
Plan completes without dead ends
Agent Buddy92.1%
task-slm
GPT-5 class89.0%
gpt-5-class
Δ +3.1
Code agent (SWE-style)
Patch generation & issue resolution
Agent Buddy91.3%
task-slm
GPT-5 class93.2%
gpt-5-class
Δ -1.9
Research extraction
Facts pulled from noisy sources
Agent Buddy95.1%
task-slm
GPT-5 class90.4%
gpt-5-class
Δ +4.7
Workflow / CRM updates
Field writes & state transitions
Agent Buddy93.6%
task-slm
GPT-5 class86.2%
gpt-5-class
Δ +7.4
| Benchmark | Agent Buddy Fine-tuned per task | GPT-5 class General-purpose | Δ |
|---|---|---|---|
Tool call accuracy | +3.1 | ||
JSON schema compliance | +8.1 | ||
Multi-step agent planning | +3.1 | ||
Code agent (SWE-style) | -1.9 | ||
Research extraction | +4.7 | ||
Workflow / CRM updates | +7.4 |
Internal eval on identical Hermes/OpenClaw prompts. Scores are pass@1 accuracy (%). Scale shown 80–100 to highlight task-level differences.
Scale 80–100%
Why SLM
Why Use a Fine-Tuned SLM?
A general chat model does everything adequately. Agent Buddy is built for agent execution — faster, cheaper, and routed for Hermes and OpenClaw.
Feature
Generic LLM
OpenLLM Buddy
- Tool CallingGeneric LLMGoodOpenLLM BuddyOptimized
- JSON ReliabilityGeneric LLMModerateOpenLLM BuddyHigh
- Agent PlanningGeneric LLMModerateOpenLLM BuddyOptimized
- Response SpeedGeneric LLMStandardOpenLLM BuddyUp to 5× faster
- CostGeneric LLMToken-basedOpenLLM Buddy$25/mo all tasks
- Task AccessGeneric LLMPick & pay per useOpenLLM BuddyFull package included
- Hermes / OpenClawGeneric LLMManual setupOpenLLM BuddyAuto goal routing
Pricing
One plan. Every task.
You're not buying a single task API — both tiers include the full catalog. The only difference is how many tokens you can use.
Free
$0/month
All tasks · up to 10 million tokens
- Every agent task included
- Hermes Agent & OpenClaw only
- Goal-based auto task routing
- OpenAI-compatible endpoint
- Community support
Unlimited
$25/month
All tasks · unlimited tokens
- Unlimited tokens across all tasks
- Hermes Agent & OpenClaw only
- Auto task selection by agent goal
- Faster queue priority
- Research, coding, support & more
Self Deploy LLMs
Your model. Your GPU. Your API.
Pick from the OpenLLM catalog, deploy on dedicated NVIDIA GPUs, and get an OpenAI-compatible endpoint in minutes. Flat-rate packs — no per-token billing.
- Open-source models
- RTX 4090 / 5090 GPUs
- n8n, Cursor, OpenClaw ready