cheapoS THE CHEAPSKATE CLUB
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REIGNING SUPREME CHEAPO · POLE POSITION

Free token lover 0909

@cheaposnumero1👑 Supreme Frugal OverlordRank #1 on the Board🪪 Club Card ↓

SMALL BILLS. BIG IDEAS.

149,931,127

tokens & counting.

Free remote, included access, local models, and precision pay-as-you-go. High mileage, small bills.

VERIFIED PRODUCTIVITY · REAL-WORLD OUTCOMES

Completed Tasks & Acceptance

Proven software shipped at $0 spend: tasks vetted, approved, and merged into production.

Approved & Merged

🧑‍💻 Completed Tasks

Lifetime tasks inspected, approved, and merged into project repositories.

72 tasks
12 direct commits · 60 branch merges
Autonomous Gate

🛡️ Review-Approved

Tasks that satisfied independent reviewer model checkpoints before human sign-off.

79 tasks
Independent reviewer quality gate
Quality Ratio

🎯 Human Acceptance Rate

Percentage of reviewer-approved autonomous solutions accepted and merged.

91.1%
High-conviction completions
WHERE IT COMES FROM · 4 COMPUTE TIERS

Compute Tiers in the Mix

How this member's compute breaks down across cloud gateways, included quotas, and local inference.

98.7%

Free Remote Gateways

Public free endpoints and unbilled community cloud compute.

148,041,999 tokens
1.1%

Included Account Quotas

Pre-bundled developer environment allowances and included plans.

1,601,645 tokens
0.2%

Local Hardware

Homegrown Apple Silicon MLX, local Ollama, and CPU execution.

287,483 tokens
0.0%

Paid Pay-As-You-Go

Precision out-of-pocket tokens when thrift needs an extra boost.

0 tokens
THE WORKSHOP · COGNITIVE DIVISION OF LABOR

Roles in the mix.

How this member's cheapoS autonomous swarms distribute cognitive workloads.

🧑‍💻89.4% share

Worker

The execution workhorse: editing files, running terminal checks, and tool calling.

125.92M125,918,121 tokens
🛡️6.6% share

Reviewer

The quality gatekeeper: auditing diffs, inspecting tests, and enforcing safety.

9.23M9,230,193 tokens
🗺️4% share

Planner

The architect: breaking complex requests into actionable autonomous milestones.

5.63M5,628,809 tokens
🧭0.1% share

Coordinator

The dispatcher: routing tasks between subagents and orchestrating checkpoints.

75.2K75,183 tokens
THE TOOLBOX · MODEL MIX TELEMETRY

Models in the mix.

All models benchmarked on this member's machines, colored by compute provider.

#Model NameProviderCompute ShareTotal TokensBills Eliminated
1
dots-studio/dots-3-note-previewopenrouter/dots-studio/dots-3-note-preview:free
OpenRouter
25%
37.52M~$112.55
2
gemini-3.1-flash-lite
Google
22.7%
34.01M~$10.20
3
openai/gpt-oss-120b
Other
10.9%
16.31M~$81.57
4
groq/qwen/qwen3.6-27b
Groq
10.7%
16.05M~$16.05
5
antigravity/gemini-3.1-flash-lite
Google
8.1%
12.09M~$3.63
6
dots-studio/dots-3-note-previewdots-studio/dots-3-note-preview:free
OpenRouter
4.2%
6.29M~$18.87
7
antigravity/gemini-3.7-flash-medium
Google
3%
4.57M~$1.37
8
qwen/qwen3.8-27b
Other
2.5%
3.79M~$3.79
9
cohere/north-mini-codeopenrouter/cohere/north-mini-code:free
OpenRouter
1.9%
2.78M~$0.84
10
qwen/qwen3.6-27b
Other
1.5%
2.23M~$2.23
11
cohere/north-mini-codecohere/north-mini-code:free
OpenRouter
1.5%
2.20M~$0.66
12
groq/qwen/qwen3.8-27b
Groq
1.2%
1.78M~$1.78
13
antigravity/gemini-3.7-flash-low
Google
1.1%
1.70M~$0.51
14
antigravity/gemini-3.1-pro-low
Google
1.1%
1.64M~$0.49
15
nvidia/google/gemma-4-31b-it
Google
0.8%
1.18M~$3.55
16
openai/gpt-oss-20b
Other
0.7%
1.11M~$3.33
17
groq/openai/gpt-oss-120b
Groq
0.7%
1.01M~$5.07
18
nvidia/nemotron-3-super-120b-a12bnvidia/nemotron-3-super-120b-a12b:free
OpenRouter
0.6%
956.0K~$4.78
19
nvidia/nemotron-3-super-120b-a12b
Other
0.4%
534.6K~$2.67
20
gemini-3.7-flash-low
Google
0.2%
300.2K~$0.09
21
nvidia/nemotron-3-super-120b-a12bopenrouter/nvidia/nemotron-3-super-120b-a12b:free
OpenRouter
0.2%
282.3K~$1.41
22
ling-3.0-flash-fin-free
Other
0.2%
276.2K~$0.28
23
nvidia/nvidia/nemotron-3-super-120b-a12b
Other
0.2%
272.1K~$1.36
24
gemma4:31b
Local
0.2%
262.0K~$0.79
25
google/gemma-4-31b-it
Google
0.1%
209.2K~$0.63
26
groq/openai/gpt-oss-20b
Groq
0.1%
151.1K~$0.45
27
claude-sonnet-4-6-high
Other
0.1%
119.9K~$0.36
28
inclusionai/ling-3.0-flash-fininclusionai/ling-3.0-flash-fin:free
OpenRouter
0.1%
101.4K~$0.10
29
poolside/laguna-xs-2.1poolside/laguna-xs-2.1:free
OpenRouter
0%
61.1K~$0.18
30
antigravity/claude-sonnet-4-6-high
Other
0%
40.4K~$0.12
31
poolside/laguna-xs-2.1openrouter/poolside/laguna-xs-2.1:free
OpenRouter
0%
30.5K~$0.09
32
qwen2.5-coder:7b
Other
0%
25.4K~$0.08
33
auto/codingauto/coding:free
OpenRouter
0%
19.6K~$0.06
34
antigravity/gemini-3.7-flash-high
Google
0%
8.9K~$0.00
35
google/gemma-4-26b-a4b-itopenrouter/google/gemma-4-26b-a4b-it:free
Google
0%
888~$0.00
36
auto/best-free
Other
0%
879~$0.00
37
mistralai/mistral-nemotron
Other
0%
698~$0.00
38
google/gemma-4-26b-a4b-itgoogle/gemma-4-26b-a4b-it:free
Google
0%
555~$0.00
39
google/gemma-4-31b-itopenrouter/google/gemma-4-31b-it:free
Google
0%
555~$0.00
40
nvidia/nemotron-3-nano-omni-30b-a3b-reasoningnvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free
OpenRouter
0%
552~$0.00
41
nvidia/nemotron-3.5-lightningnvidia/nemotron-3.5-lightning:free
OpenRouter
0%
406~$0.00
42
nvidia/nemotron-3-ultra-550b-a55bnvidia/nemotron-3-ultra-550b-a55b:free
OpenRouter
0%
393~$0.00
43
nex-agi/nex-n2.5-pronex-agi/nex-n2.5-pro:free
OpenRouter
0%
362~$0.00
44
nex-agi/nex-n2.5-mininex-agi/nex-n2.5-mini:free
OpenRouter
0%
352~$0.00
45
inclusionai/ling-3.0-flash-santeinclusionai/ling-3.0-flash-sante:free
OpenRouter
0%
330~$0.00
46
inclusionai/ling-3.0-flash-vlinclusionai/ling-3.0-flash-vl:free
OpenRouter
0%
321~$0.00
47
google/gemma-4-31b-itgoogle/gemma-4-31b-it:free
Google
0%
222~$0.00
48
liquid/lfm-2.5-2.6bliquid/lfm-2.5-2.6b:free
OpenRouter
0%
203~$0.00
49
poolside/laguna-s-2.1openrouter/poolside/laguna-s-2.1:free
OpenRouter
0%
200~$0.00
50
openai/gpt-oss-safeguard-20b
Other
0%
195~$0.00

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