cheapos
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Reigning supreme cheapo · Pole position

CheapoS

@cheapos_lol👑 Supreme Frugal OverlordRank #1 on the Board📊 Share stats ↓

Small bills. Big ideas.

254,225,477

tokens & counting.

Reported public-free routes, included quotas and local models. Paid and unknown access are excluded; tokens do not measure completed work.

Input vs output

Input is context sent to models, including repeated context. Output is what models generate. Token volume measures usage, not work quality.

Input
250,220,98098.4%
Output
4,004,4971.6%

7,557 reported requests. Public-free, included-access and local usage only.

Cached input & reasoning output
Cached input
28,529,629 tokens · 1,416 of 7,557 requests reported
Reasoning output
600,565 tokens · 1,369 of 7,557 requests reported

These reported subsets are already included in input or output. Missing details stay unknown; they are not added to the total.

Where it comes from · 3 reported tiers

Compute Tiers in the Mix

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

99.2%

Free Remote Gateways

Public free endpoints and unbilled community cloud compute.

252,187,448 tokens
0.6%

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.

436,384 tokens
Agent roles

Roles in the mix.

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

🧑‍💻73.6% share

Worker

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

Input
178,794,980
Output
1,740,139
180.54M180,535,119 tokens
🛡️21.2% share

Reviewer

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

Input
50,349,121
Output
1,650,913
52.00M52,000,034 tokens
🗺️5.1% share

Planner

The architect: breaking complex requests into actionable autonomous milestones.

Input
12,121,552
Output
377,843
12.50M12,499,395 tokens
🧭0% share

Coordinator

The dispatcher: routing tasks between subagents and orchestrating checkpoints.

Input
108,197
Output
3,911
112.1K112,108 tokens
Models used

Models in the mix.

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

Provider details available for 57 of 63 model labels. Names below show recorded routes; older usage may lack provider details. Token totals include all shared history for each model, including when filtered by provider.

#Model NameRecorded providersCompute ShareTotal TokensAccess & CostReliability
1
gemini-3.1-flash-lite
antigravity via OmniRoute
20%
50.73M
Input
50,470,905
Output
261,405
Access not reported99.3%
2
dots-studio/dots-3-note-previewopenrouter/dots-studio/dots-3-note-preview:free
OpenRouter via OmniRoute
15.6%
39.56M
Input
39,288,603
Output
273,525
Public Free ($0.00)78.3%
3
groq/qwen/qwen3.6-27b
groq via OmniRoute
11.2%
28.42M
Input
27,677,859
Output
741,629
Public Free ($0.00)94.2%
4
antigravity/gemini-3.1-flash-lite
antigravity via OmniRoute
8.8%
22.42M
Input
22,183,440
Output
240,002
Access not reported88.7%
5
openai/gpt-oss-120b
groq via OmniRoute
8.3%
21.07M
Input
20,753,493
Output
314,495
Public Free ($0.00)100%
6
groq/qwen/qwen3.8-27b
groq via OmniRoute
4.3%
10.99M
Input
10,835,393
Output
151,638
Public Free ($0.00)93.7%
7
dots-studio/dots-3-note-previewdots-studio/dots-3-note-preview:free
OpenRouter via OmniRoute
3.5%
8.94M
Input
8,830,196
Output
105,288
Public Free ($0.00)100%
8
qwen/qwen3.8-27b
groq via OmniRoute
2.8%
7.24M
Input
7,101,403
Output
137,842
Public Free ($0.00)100%
9
nvidia/nemotron-3-super-120b-a12bnvidia/nemotron-3-super-120b-a12b:free
OpenRouter via OmniRoute
2.8%
7.17M
Input
6,789,259
Output
378,647
Public Free ($0.00)100%
10
antigravity/gemini-3.7-flash-low
antigravity via OmniRoute
2.7%
6.83M
Input
6,671,792
Output
158,311
Public Free ($0.00)87.2%
11
antigravity/gemini-3.7-flash-medium
antigravity via OmniRoute
2.5%
6.28M
Input
6,230,219
Output
46,423
Access not reported94.1%
12
nvidia/google/gemma-4-31b-it
nvidia via OmniRoute
2%
5.08M
Input
5,046,578
Output
34,157
Public Free ($0.00)71.6%
13
qwen/qwen3.6-27b
groq via OmniRoute
1.3%
3.35M
Input
3,231,030
Output
114,570
Public Free ($0.00)100%
14
inclusionai/ling-3.0-flash-fininclusionai/ling-3.0-flash-fin:free
OpenRouter via OmniRoute
1.3%
3.31M
Input
3,204,320
Output
101,756
Public Free ($0.00)100%
15
cohere/north-mini-codeopenrouter/cohere/north-mini-code:free
OpenRouter via OmniRoute
1.1%
2.81M
Input
2,805,865
Output
3,841
Public Free ($0.00)0%
16
openai/gpt-oss-20b
groq via OmniRoute
1%
2.57M
Input
2,505,095
Output
65,513
Public Free ($0.00)100%
17
cohere/north-mini-codecohere/north-mini-code:free
OpenRouter via OmniRoute
0.9%
2.38M
Input
2,354,110
Output
25,637
Public Free ($0.00)100%
18
inclusionai/ling-3.0-flash-vlopenrouter/inclusionai/ling-3.0-flash-vl:free
OpenRouter via OmniRoute
0.9%
2.35M
Input
2,292,519
Output
56,419
Public Free ($0.00)78.4%
19
inclusionai/ling-3.0-flash-finopenrouter/inclusionai/ling-3.0-flash-fin:free
OpenRouter via OmniRoute
0.9%
2.30M
Input
2,260,960
Output
38,099
Public Free ($0.00)62.1%
20
nvidia/nvidia/nemotron-3-super-120b-a12b
nvidia via OmniRoute
0.7%
1.79M
Input
1,638,764
Output
150,347
Public Free ($0.00)58.7%
21
antigravity/gemini-3.1-pro-low
antigravity via OmniRoute
0.6%
1.65M
Input
1,610,259
Output
35,059
Access not reported61.5%
22
gemini-3.7-flash-low
antigravity via OmniRoute
0.6%
1.63M
Input
1,621,480
Output
12,981
Access not reported100%
23
poolside/laguna-xs-2.1poolside/laguna-xs-2.1:free
OpenRouter via OmniRoute
0.6%
1.58M
Input
1,570,780
Output
8,708
Public Free ($0.00)100%
24
nvidia/nemotron-3-super-120b-a12b
nvidia via OmniRoute
0.5%
1.30M
Input
1,256,797
Output
46,084
Public Free ($0.00)100%
25
groq/openai/gpt-oss-120b
groq via OmniRoute
0.5%
1.26M
Input
1,238,962
Output
21,415
Public Free ($0.00)17.6%
26
nex-agi/nex-n2.5-mininex-agi/nex-n2.5-mini:free
OpenRouter via OmniRoute
0.5%
1.25M
Input
1,227,027
Output
23,318
Public Free ($0.00)100%
27
nvidia/nemotron-3-ultra-550b-a55bnvidia/nemotron-3-ultra-550b-a55b:free
OpenRouter via OmniRoute
0.4%
1.13M
Input
1,112,474
Output
19,681
Public Free ($0.00)100%
28
antigravity/claude-sonnet-4-6-high
antigravity via OmniRoute
0.4%
939.9K
Input
927,410
Output
12,509
Public Free ($0.00)—
29
inclusionai/ling-3.0-flash-vlinclusionai/ling-3.0-flash-vl:free
OpenRouter via OmniRoute
0.3%
888.9K
Input
851,655
Output
37,219
Public Free ($0.00)100%
30
claude-sonnet-4-6
antigravity via OmniRoute
0.3%
801.3K
Input
764,482
Output
36,811
Public Free ($0.00)—
31
poolside/laguna-s-2.1poolside/laguna-s-2.1:free
OpenRouter via OmniRoute
0.3%
680.9K
Input
654,688
Output
26,244
Public Free ($0.00)100%
32
nvidia/nemotron-3-ultra-550b-a55bopenrouter/nvidia/nemotron-3-ultra-550b-a55b:free
OpenRouter via OmniRoute
0.3%
676.2K
Input
640,341
Output
35,824
Public Free ($0.00)76.7%
33
nvidia/nemotron-3-super-120b-a12bopenrouter/nvidia/nemotron-3-super-120b-a12b:free
OpenRouter via OmniRoute
0.2%
574.4K
Input
463,745
Output
110,623
Public Free ($0.00)28.6%
34
google/gemma-4-31b-it
nvidia via OmniRoute
0.2%
483.2K
Input
472,034
Output
11,140
Public Free ($0.00)100%
35
nex-agi/nex-n2.5-pronex-agi/nex-n2.5-pro:free
OpenRouter via OmniRoute
0.2%
466.2K
Input
451,467
Output
14,706
Public Free ($0.00)100%
36
gemma4:31b
Local
0.2%
410.9K
Input
398,811
Output
12,130
Local ($0.00)91.9%
37
groq/openai/gpt-oss-20b
groq via OmniRoute
0.2%
395.9K
Input
378,248
Output
17,635
Public Free ($0.00)22.2%
38
nex-agi/nex-n2.5-miniopenrouter/nex-agi/nex-n2.5-mini:free
OpenRouter via OmniRoute
0.1%
380.1K
Input
371,412
Output
8,687
Public Free ($0.00)4.8%
39
gemini-3.1-pro-low
antigravity via OmniRoute
0.1%
349.0K
Input
344,715
Output
4,325
Public Free ($0.00)100%
40
ling-3.0-flash-fin-free
—
0.1%
276.2K
Input
265,856
Output
10,314
Public Free ($0.00)—
41
liquid/lfm-2.5-2.6bliquid/lfm-2.5-2.6b:free
OpenRouter via OmniRoute
0.1%
202.8K
Input
191,701
Output
11,059
Public Free ($0.00)100%
42
poolside/laguna-xs-2.1openrouter/poolside/laguna-xs-2.1:free
OpenRouter via OmniRoute
0.1%
190.1K
Input
177,655
Output
12,438
Public Free ($0.00)25%
43
openai/gpt-oss-safeguard-20b
groq via OmniRoute
0.1%
152.5K
Input
143,685
Output
8,777
Public Free ($0.00)100%
44
inclusionai/ling-3.0-flash-santeinclusionai/ling-3.0-flash-sante:free
OpenRouter via OmniRoute
0.1%
145.2K
Input
135,593
Output
9,619
Public Free ($0.00)100%
45
nvidia/nemotron-3-nano-omni-30b-a3b-reasoningnvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free
OpenRouter via OmniRoute
0.1%
144.8K
Input
133,782
Output
11,024
Public Free ($0.00)100%
46
claude-sonnet-4-6-high
antigravity via OmniRoute
0%
119.9K
Input
115,158
Output
4,765
Public Free ($0.00)—
47
poolside/laguna-s-2.1openrouter/poolside/laguna-s-2.1:free
OpenRouter via OmniRoute
0%
90.1K
Input
81,608
Output
8,479
Public Free ($0.00)40%
48
nvidia/nemotron-3-nano-omni-30b-a3b-reasoningopenrouter/nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free
OpenRouter via OmniRoute
0%
82.3K
Input
73,118
Output
9,205
Public Free ($0.00)7.7%
49
nvidia/nemotron-3.5-lightningopenrouter/nvidia/nemotron-3.5-lightning:free
OpenRouter via OmniRoute
0%
82.0K
Input
74,256
Output
7,743
Public Free ($0.00)30%
50
liquid/lfm-2.5-2.6bopenrouter/liquid/lfm-2.5-2.6b:free
OpenRouter via OmniRoute
0%
81.3K
Input
76,831
Output
4,434
Public Free ($0.00)20%
51
nex-agi/nex-n2.5-proopenrouter/nex-agi/nex-n2.5-pro:free
OpenRouter via OmniRoute
0%
76.9K
Input
75,379
Output
1,481
Public Free ($0.00)27.3%
52
inclusionai/ling-3.0-flash-santeopenrouter/inclusionai/ling-3.0-flash-sante:free
OpenRouter via OmniRoute
0%
57.6K
Input
52,711
Output
4,909
Public Free ($0.00)0%
53
nvidia/nemotron-3.5-lightningnvidia/nemotron-3.5-lightning:free
OpenRouter via OmniRoute
0%
29.6K
Input
29,206
Output
386
Public Free ($0.00)100%
54
qwen2.5-coder:7b
Local
0%
25.4K
Input
22,502
Output
2,941
Local ($0.00)—
55
auto/codingauto/coding:free
—
0%
19.6K
Input
19,043
Output
528
Public Free ($0.00)—
56
antigravity/gemini-3-flash
antigravity via OmniRoute
0%
13.1K
Input
12,472
Output
625
Public Free ($0.00)—
57
antigravity/gemini-3.7-flash-high
—
0%
8.9K
Input
8,562
Output
380
Public Free ($0.00)—
58
google/gemma-4-26b-a4b-itopenrouter/google/gemma-4-26b-a4b-it:free
OpenRouter via OmniRoute
0%
888
Input
696
Output
192
Public Free ($0.00)0%
59
auto/best-free
—
0%
879
Input
742
Output
137
Public Free ($0.00)—
60
google/gemma-4-31b-itopenrouter/google/gemma-4-31b-it:free
OpenRouter via OmniRoute
0%
777
Input
609
Output
168
Public Free ($0.00)8.3%
61
mistralai/mistral-nemotron
—
0%
698
Input
616
Output
82
Public Free ($0.00)—
62
google/gemma-4-26b-a4b-itgoogle/gemma-4-26b-a4b-it:free
OpenRouter via OmniRoute
0%
555
Input
435
Output
120
Public Free ($0.00)—
63
google/gemma-4-31b-itgoogle/gemma-4-31b-it:free
—
0%
222
Input
174
Output
48
Public Free ($0.00)—

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