OpenClaw ยท Operations Hub

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

Generated 2026-04-28

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 2026-04-28  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.

Account balance (priced models in model_prices.json)
DeepSeek API: $4.89 (deepseek/deepseek-chat, deepseek/deepseek-reasoner)
xAI (prepaid / invoice): $6.43 (xai/grok-4-1-fast-reasoning)
Total Requests
322
all tracked models
Estimated Cost
$1.3821
model_prices + xAI API
Total Tokens
36,083,519
xAI row = invoice cycle; others = session window
Prompt Tokens
35,245,884
input
Completion Tokens
837,635
output
ModelProvider$/M In$/M OutRequestsPrompt TokensCompl. TokensTotal TokensEst. Cost
xai/grok-4-1-fast-reasoning
Grok 4.1 Fast (reasoning + non-reasoning). 2M token context. Cost: xAI Management API (POST /usage). xAI $/M from invoice (2026-04). xAI tokens from invoice (2026-04, billing cycle).
xAI$0.12$0.485531,343,243797,78232,141,025$1.1641
deepseek/deepseek-chat
deepseek-chat (V3.2). Cache hit: $0.07/M. Max 8K output.
DeepSeek$0.27$1.101233,279,41233,4573,312,869$0.1864
deepseek/deepseek-reasoner
deepseek-reasoner (R1). Thinking tokens count toward output cost.
DeepSeek$0.55$2.1912518,0265,865523,891$0.0316
google/gemini-2.5-flash
Standard context (<200k). Thinking-mode output is $3.50/M.
Google AI Studioโ€”โ€”66105,203531105,734$0.0000
nvidia/minimax-m2.7
MiniMax official pay-as-you-go pricing for M2.7 standard.
MiniMax via NVIDIA NIMโ€”โ€”12000$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€”12000$0.0000
groq-main/llama-3.3-70b-versatile
Groq LPU inference. 128K context, up to 33K output.
Groqโ€”โ€”24000$0.0000
cerebras-8b/llama-3.1-8b
Cerebras Llama 3.1 8B. Very fast inference on Cerebras hardware.
Cerebrasโ€”โ€”18000$0.0000
TOTAL32235,245,884837,63536,083,519$1.3821
Total Requests
1,423
all tracked models
Estimated Cost
$10.2974
model_prices + xAI API
Total Tokens
99,396,114
xAI row = invoice cycle; others = session window
Prompt Tokens
98,410,998
input
Completion Tokens
1,073,981
output
ModelProvider$/M In$/M OutRequestsPrompt TokensCompl. TokensTotal TokensEst. Cost
xai/grok-4-1-fast-reasoning
Grok 4.1 Fast (reasoning + non-reasoning). 2M token context. Cost: xAI Management API (POST /usage). xAI $/M from invoice (2026-04). xAI tokens from invoice (2026-04, billing cycle).
xAI$0.12$0.4813331,343,243797,78232,141,025$7.0066
deepseek/deepseek-chat
deepseek-chat (V3.2). Cache hit: $0.07/M. Max 8K output.
DeepSeek$0.27$1.101,03663,651,126248,84563,899,971$3.1492
deepseek/deepseek-reasoner
deepseek-reasoner (R1). Thinking tokens count toward output cost.
DeepSeek$0.55$2.19662,586,64224,6612,611,303$0.1416
google/gemini-2.5-flash
Standard context (<200k). Thinking-mode output is $3.50/M.
Google AI Studioโ€”โ€”115829,9872,693743,815$0.0000
nvidia/minimax-m2.7
MiniMax official pay-as-you-go pricing for M2.7 standard.
MiniMax via NVIDIA NIMโ€”โ€”12000$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€”12000$0.0000
groq-main/llama-3.3-70b-versatile
Groq LPU inference. 128K context, up to 33K output.
Groqโ€”โ€”31000$0.0000
cerebras-8b/llama-3.1-8b
Cerebras Llama 3.1 8B. Very fast inference on Cerebras hardware.
Cerebrasโ€”โ€”18000$0.0000
TOTAL1,42398,410,9981,073,98199,396,114$10.2974
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: 2026-04-28
OpenClaw:
Jobs file:
Runs dir:
last 7 days
Jobs
16
Runs
208
OK
205
Errors
3
Tokens
4,610,930
Per-job summary
JOB STATUS RUNS OK ERR MODELS TOKENS LAST RUN
camping20enabled88016232704/28 14:41
daily-morenabled880115619204/28 14:41
day-aheaddisabled0000โ€”โ€”
email-autenabled10210113229673004/28 14:41
evaluateenabled11016398704/26 23:20
fpl-deadlenabled770116531404/28 14:23
fpl-pre-denabled11016111404/22 16:06
nepal-topenabled770129797004/28 14:23
openclawenabled7701โ€”04/26 22:59
openclbdeenabled0000โ€”โ€”
parentsquenabled50500394188104/28 14:41
portfolioenabled11011803604/27 15:00
stock-aftenabled44016581604/28 14:41
stock-morenabled660148156304/28 14:41
tennis-reenabled2111โ€”04/27 11:02
weekly-toenabled4311โ€”04/27 20:00
Model usage per job
JOB STATUS MODEL USES TOKENS
camping20enableddeepseek-chat862327
daily-morenableddeepseek-chat8156192
day-aheaddisabled-0โ€”
email-autenableddeepseek-chat38380128
email-autenabledgemini-2.5-flash261916602
email-autenabledgrok-4-1-fast38โ€”
evaluateenableddeepseek-reasoner163987
fpl-deadlenableddeepseek-chat7165314
fpl-pre-denableddeepseek-chat161114
nepal-topenableddeepseek-chat7297970
openclawenabledgrok-4-1-fast7โ€”
openclbdeenabled-0โ€”
parentsquenableddeepseek-chat31661623
parentsquenabledgemini-2.5-flash4280258
parentsquenabledgrok-4-1-fast15โ€”
portfolioenableddeepseek-chat118036
stock-aftenableddeepseek-chat465816
stock-morenableddeepseek-chat6481563
tennis-reenabledgrok-4-1-fast2โ€”
weekly-toenabledgrok-4-1-fast4โ€”
Per-day tokens (UTC) (last 7 days)
2026-04-22
  
377,780
2026-04-23
  
525,201
2026-04-24
  
1,047,865
2026-04-25
  
883,704
2026-04-26
  
596,519
2026-04-27
  
916,929
2026-04-28
  
262,932
last 30 days
Jobs
16
Runs
549
OK
521
Errors
28
Tokens
7,749,652
Per-job summary
JOB STATUS RUNS OK ERR MODELS TOKENS LAST RUN
camping20enabled42393526083704/28 14:41
daily-morenabled34322389512504/28 14:41
day-aheaddisabled1631567377462804/19 20:16
email-autenabled15415223294511504/28 14:41
evaluateenabled11016398704/26 23:20
fpl-deadlenabled17170151374504/28 14:23
fpl-pre-denabled431220769504/22 16:06
nepal-topenabled30273558122404/28 14:23
openclawenabled101001โ€”04/26 22:59
openclbdeenabled0000โ€”โ€”
parentsquenabled71647494188104/28 14:41
portfolioenabled11011803604/27 15:00
stock-aftenabled44016581604/28 14:41
stock-morenabled660148156304/28 14:41
tennis-reenabled8621โ€”04/27 11:02
weekly-toenabled4311โ€”04/27 20:00
Model usage per job
JOB STATUS MODEL USES TOKENS
camping20enableddeepseek-chat22200923
camping20enabledgemini-2.5-flash159914
camping20enabledgrok-4-1-fast3โ€”
camping20enabledgrok-4-1-fast-non-reasoning15โ€”
camping20enabledllama-3.1-8b1โ€”
daily-morenableddeepseek-chat23895125
daily-morenabledgrok-4-1-fast10โ€”
daily-morenabledunknown1โ€”
day-aheaddisableddeepseek-chat154756770
day-aheaddisabledgemini-2.5-flash117858
day-aheaddisabledgrok-4-1-fast8โ€”
email-autenableddeepseek-chat38380128
email-autenabledgemini-2.5-flash342564987
email-autenabledgrok-4-1-fast82โ€”
evaluateenableddeepseek-reasoner163987
fpl-deadlenableddeepseek-chat17513745
fpl-pre-denableddeepseek-chat3207695
fpl-pre-denabledgrok-4-1-fast1โ€”
nepal-topenableddeepseek-chat15581224
nepal-topenabledgrok-4-1-fast2โ€”
nepal-topenabledgrok-4-1-fast-non-reasoning4โ€”
nepal-topenabledllama-3.1-8b1โ€”
nepal-topenabledunknown8โ€”
openclawenabledgrok-4-1-fast10โ€”
openclbdeenabled-0โ€”
parentsquenableddeepseek-chat31661623
parentsquenabledgemini-2.5-flash4280258
parentsquenabledgrok-4-1-fast30โ€”
parentsquenabledunknown6โ€”
portfolioenableddeepseek-chat118036
stock-aftenableddeepseek-chat465816
stock-morenableddeepseek-chat6481563
tennis-reenabledgrok-4-1-fast8โ€”
weekly-toenabledgrok-4-1-fast4โ€”
Per-day tokens (UTC) (last 30 days)
2026-03-30
  
59,914
2026-04-06
  
141,193
2026-04-07
  
144,756
2026-04-08
  
508,539
2026-04-09
  
135,146
2026-04-10
  
74,774
2026-04-11
  
318,266
2026-04-12
  
302,755
2026-04-13
  
347,717
2026-04-14
  
48,113
2026-04-19
  
205,463
2026-04-20
  
365,962
2026-04-21
  
486,124
2026-04-22
  
377,780
2026-04-23
  
525,201
2026-04-24
  
1,047,865
2026-04-25
  
883,704
2026-04-26
  
596,519
2026-04-27
  
916,929
2026-04-28
  
262,932
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.