OpenClaw ยท Operations Hub

Model usage and scheduled jobs, with 7-day and 30-day views.

Generated 2026-09-02

Figures and costs on this page are best-effort estimates from the machine that built it.

Model usage & pricing (sessions)

๐Ÿ“Š OpenClaw Usage Dashboard

Generated 2026-09-02  ยท  Source: [redacted path]  ยท  Non-xAI token columns = session logs in the window (parseable timestamp). xAI: tokens + $/M from invoice preview (billing cycle); cost from POST โ€ฆ/usage. Configure credentials (local): [REDACTED_AUTH] / XAI_TEAM_ID.

Total Requests
344
all tracked models
Estimated Cost
$0.8402
model_prices + xAI API
Total Tokens
11,761,555
xAI row = invoice cycle; others = session window
Prompt Tokens
11,796,203
input
Completion Tokens
295,444
output
ModelProvider$/M In$/M OutRequestsPrompt TokensCompl. TokensTotal TokensEst. Cost
deepseek/deepseek-v4-flash
deepseek-v4-flash. Cache hit: $0.07/M. Max 8K output.
DeepSeek$0.27$1.102129,156,801220,9949,377,795$0.6950
deepseek/deepseek-v4-pro
deepseek-v4-pro. Thinking tokens count toward output cost.
DeepSeek$0.55$2.19311,538,34768,5431,606,890$0.1452
google/gemini-2.5-flash
Standard context (<200k). Thinking-mode output is $3.50/M.
Google AI Studioโ€”โ€”751,101,0555,907776,870$0.0000
xai/grok-4-1-fast-reasoning
Grok 4.1 Fast (reasoning + non-reasoning). 2M token context.
xAI$0.20$0.500000$0.0000
nvidia/minimax-m2.7
MiniMax official pay-as-you-go pricing for M2.7 standard.
MiniMax via NVIDIA NIMโ€”โ€”5000$0.0000
nvidia/deepseek-v4-pro
DeepSeek V4-Pro: 1.6T params, 49B active. NVIDIA NIM endpoint.
NVIDIA NIM (DeepSeek V4 Pro)โ€”โ€”0000$0.0000
nvidia/deepseek-v4-flash
DeepSeek published pricing for V4-Flash. NVIDIA NIM endpoint.
NVIDIA NIM (DeepSeek V4 Flash)โ€”โ€”5000$0.0000
groq-main/llama-3.3-70b-versatile
Groq LPU inference. 128K context, up to 33K output.
Groqโ€”โ€”16000$0.0000
cerebras-8b/llama-3.1-8b
Cerebras Llama 3.1 8B. Very fast inference on Cerebras hardware.
Cerebrasโ€”โ€”0000$0.0000
TOTAL34411,796,203295,44411,761,555$0.8402
Total Requests
717
all tracked models
Estimated Cost
$1.5078
model_prices + xAI API
Total Tokens
24,167,664
xAI row = invoice cycle; others = session window
Prompt Tokens
23,874,371
input
Completion Tokens
623,385
output
ModelProvider$/M In$/M OutRequestsPrompt TokensCompl. TokensTotal TokensEst. Cost
deepseek/deepseek-v4-flash
deepseek-v4-flash. Cache hit: $0.07/M. Max 8K output.
DeepSeek$0.27$1.1051418,850,332456,93219,307,264$1.1790
deepseek/deepseek-v4-pro
deepseek-v4-pro. Thinking tokens count toward output cost.
DeepSeek$0.55$2.19883,887,838155,5144,043,352$0.3288
google/gemini-2.5-flash
Standard context (<200k). Thinking-mode output is $3.50/M.
Google AI Studioโ€”โ€”871,136,20110,939817,048$0.0000
xai/grok-4-1-fast-reasoning
Grok 4.1 Fast (reasoning + non-reasoning). 2M token context.
xAI$0.20$0.500000$0.0000
nvidia/minimax-m2.7
MiniMax official pay-as-you-go pricing for M2.7 standard.
MiniMax via NVIDIA NIMโ€”โ€”6000$0.0000
nvidia/deepseek-v4-pro
DeepSeek V4-Pro: 1.6T params, 49B active. NVIDIA NIM endpoint.
NVIDIA NIM (DeepSeek V4 Pro)โ€”โ€”0000$0.0000
nvidia/deepseek-v4-flash
DeepSeek published pricing for V4-Flash. NVIDIA NIM endpoint.
NVIDIA NIM (DeepSeek V4 Flash)โ€”โ€”6000$0.0000
groq-main/llama-3.3-70b-versatile
Groq LPU inference. 128K context, up to 33K output.
Groqโ€”โ€”16000$0.0000
cerebras-8b/llama-3.1-8b
Cerebras Llama 3.1 8B. Very fast inference on Cerebras hardware.
Cerebrasโ€”โ€”0000$0.0000
TOTAL71723,874,371623,38524,167,664$1.5078
OpenClaw Usage Dashboard  ยท  Rows sorted by cost, then tokens  ยท  Costs are estimates โ€” verify with each provider  ยท  Edit model_prices.json for non-xAI rates
DeepSeek cost sums usage.cost.total (or its line items) from assistant responses in these session logs only. platform.deepseek.com shows all usage on your API key and is often higher if the key is shared or logs are incomplete.

Scheduled jobs & run tokens (cron store)

OpenClaw cron report
Windows: use the time-range tabs below  ยท  Generated: 2026-09-02
OpenClaw:
Jobs file:
Runs dir:
last 7 days
Jobs
21
Runs
78
OK
36
Errors
42
Tokens
4,463,004
Per-job summary
JOB STATUS RUNS OK ERR MODELS TOKENS LAST RUN
camping20disabled0000โ€”โ€”
daily-morenabled770111895209/02 05:45
day-aheaddisabled0000โ€”โ€”
email-autdisabled0000โ€”โ€”
evaluateenabled11016043508/28 15:02
fpl-deadldisabled0000โ€”โ€”
fpl-pre-ddisabled0000โ€”โ€”
garmin705enabled11011053409/01 14:31
garmin-daenabled11011910708/31 14:04
garmin84benabled110121959009/01 15:35
garmin-feenabled11017963308/31 15:04
nepal-daienabled7611255074109/02 05:38
openclawenabled110148163708/28 14:12
openclbdedisabled0000โ€”โ€”
opencl0c9enabled11011975508/26 15:04
parentsquenabled561541381518609/02 14:01
portfoliodisabled0000โ€”โ€”
stock-aftdisabled0000โ€”โ€”
stock-mordisabled0000โ€”โ€”
tennis-reenabled11018743408/28 11:11
weekly-todisabled0000โ€”โ€”
Model usage per job
JOB STATUS MODEL USES TOKENS
camping20disabled-0โ€”
daily-morenableddeepseek-v4-flash7118952
day-aheaddisabled-0โ€”
email-autdisabled-0โ€”
evaluateenableddeepseek-v4-pro160435
fpl-deadldisabled-0โ€”
fpl-pre-ddisabled-0โ€”
garmin705enableddeepseek-v4-flash110534
garmin-daenableddeepseek-v4-flash119107
garmin84benableddeepseek-v4-pro1219590
garmin-feenableddeepseek-v4-pro179633
nepal-daienableddeepseek-v4-flash72550741
openclawenableddeepseek-v4-flash1481637
openclbdedisabled-0โ€”
opencl0c9enableddeepseek-v4-flash119755
parentsquenableddeepseek-v4-flash10484352
parentsquenabledgemini-2.5-flash5330834
parentsquenabledunknown41โ€”
portfoliodisabled-0โ€”
stock-aftdisabled-0โ€”
stock-mordisabled-0โ€”
tennis-reenableddeepseek-v4-flash187434
weekly-todisabled-0โ€”
Per-day tokens (UTC) (last 7 days)
2026-08-26
  
19,755
2026-08-27
  
156,540
2026-08-28
  
936,170
2026-08-29
  
131,497
2026-08-30
  
664,278
2026-08-31
  
569,700
2026-09-01
  
809,123
2026-09-02
  
1,175,941
last 30 days
Jobs
21
Runs
302
OK
102
Errors
200
Tokens
13,566,667
Per-job summary
JOB STATUS RUNS OK ERR MODELS TOKENS LAST RUN
camping20disabled0000โ€”โ€”
daily-morenabled28262247201709/02 05:45
day-aheaddisabled0000โ€”โ€”
email-autdisabled0000โ€”โ€”
evaluateenabled440124425008/28 15:02
fpl-deadldisabled0000โ€”โ€”
fpl-pre-ddisabled0000โ€”โ€”
garmin705enabled11011053409/01 14:31
garmin-daenabled44017785708/31 14:04
garmin84benabled110121959009/01 15:35
garmin-feenabled440130514408/31 15:04
nepal-daienabled282622950478909/02 05:38
openclawenabled440168140508/28 14:12
openclbdedisabled0000โ€”โ€”
opencl0c9enabled41321975508/26 15:04
parentsquenabled220271933167993509/02 14:01
portfoliodisabled0000โ€”โ€”
stock-aftdisabled0000โ€”โ€”
stock-mordisabled0000โ€”โ€”
tennis-reenabled440135139108/28 11:11
weekly-todisabled0000โ€”โ€”
Model usage per job
JOB STATUS MODEL USES TOKENS
camping20disabled-0โ€”
daily-morenableddeepseek-v4-flash26472017
daily-morenabledunknown2โ€”
day-aheaddisabled-0โ€”
email-autdisabled-0โ€”
evaluateenableddeepseek-v4-pro4244250
fpl-deadldisabled-0โ€”
fpl-pre-ddisabled-0โ€”
garmin705enableddeepseek-v4-flash110534
garmin-daenableddeepseek-v4-flash477857
garmin84benableddeepseek-v4-pro1219590
garmin-feenableddeepseek-v4-pro4305144
nepal-daienableddeepseek-v4-flash279504789
nepal-daienabledunknown1โ€”
openclawenableddeepseek-v4-flash4681405
openclbdedisabled-0โ€”
opencl0c9enableddeepseek-v4-flash119755
opencl0c9enabledunknown3โ€”
parentsquenableddeepseek-v4-flash11581430
parentsquenabledgemini-2.5-flash171098505
parentsquenabledunknown192โ€”
portfoliodisabled-0โ€”
stock-aftdisabled-0โ€”
stock-mordisabled-0โ€”
tennis-reenableddeepseek-v4-flash4351391
weekly-todisabled-0โ€”
Per-day tokens (UTC) (last 30 days)
2026-08-05
  
538,991
2026-08-06
  
343,928
2026-08-07
  
722,087
2026-08-08
  
239,086
2026-08-09
  
326,664
2026-08-10
  
470,415
2026-08-11
  
483,378
2026-08-12
  
356,414
2026-08-13
  
61,316
2026-08-14
  
369,267
2026-08-17
  
546,993
2026-08-18
  
109,511
2026-08-19
  
176,216
2026-08-20
  
262,021
2026-08-21
  
588,666
2026-08-22
  
449,952
2026-08-23
  
432,273
2026-08-24
  
1,055,703
2026-08-25
  
802,839
2026-08-26
  
787,698
2026-08-27
  
156,540
2026-08-28
  
936,170
2026-08-29
  
131,497
2026-08-30
  
664,278
2026-08-31
  
569,700
2026-09-01
  
809,123
2026-09-02
  
1,175,941
OpenClaw cron_status_tracker.py ยท Cron run tokens only (not full agent session usage).
Tip: If colors look off in a mail client, use the .txt report for a plain version.