OpenClaw ยท Operations Hub

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

Generated 2026-04-29

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 2026-04-29  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: $4.83 (deepseek/deepseek-chat, deepseek/deepseek-reasoner)
xAI (prepaid / invoice): $6.43 (xai/grok-4-1-fast-reasoning)
Total Requests
307
all tracked models
Estimated Cost
$1.2597
model_prices + xAI API
Total Tokens
35,415,877
xAI row = invoice cycle; others = session window
Prompt Tokens
34,587,800
input
Completion Tokens
828,077
output
ModelProvider$/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$1.0772
deepseek/deepseek-chat
deepseek-chat (V3.2). Cache hit: $0.07/M. Max 8K output.
DeepSeek$0.27$1.101082,621,32823,8992,645,227$0.1509
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
TOTAL30734,587,800828,07735,415,877$1.2597
Total Requests
1,420
all tracked models
Estimated Cost
$8.8754
model_prices + xAI API
Total Tokens
99,370,550
xAI row = invoice cycle; others = session window
Prompt Tokens
98,385,765
input
Completion Tokens
1,073,650
output
ModelProvider$/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$5.5846
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€”112804,7542,362718,251$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
TOTAL1,42098,385,7651,073,65099,370,550$8.8754
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: 2026-04-29
OpenClaw:
Jobs file:
Runs dir:
last 7 days
Jobs
16
Runs
180
OK
177
Errors
3
Tokens
4,233,150
Per-job summary
JOB STATUS RUNS OK ERR MODELS TOKENS LAST RUN
camping20enabled77015975804/28 14:41
daily-morenabled770113205404/28 14:41
day-aheaddisabled0000โ€”โ€”
email-autenabled858413206959804/28 14:41
evaluateenabled11016398704/26 23:20
fpl-deadlenabled660113730904/28 14:23
fpl-pre-denabled0000โ€”โ€”
nepal-topenabled660126314804/28 14:23
openclawenabled7701โ€”04/26 22:59
openclbdeenabled0000โ€”โ€”
parentsquenabled44440394188104/28 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-chat759758
daily-morenableddeepseek-chat7132054
day-aheaddisabled-0โ€”
email-autenableddeepseek-chat38380128
email-autenabledgemini-2.5-flash231689470
email-autenabledgrok-4-1-fast24โ€”
evaluateenableddeepseek-reasoner163987
fpl-deadlenableddeepseek-chat6137309
fpl-pre-denabled-0โ€”
nepal-topenableddeepseek-chat6263148
openclawenabledgrok-4-1-fast7โ€”
openclbdeenabled-0โ€”
parentsquenableddeepseek-chat31661623
parentsquenabledgemini-2.5-flash4280258
parentsquenabledgrok-4-1-fast9โ€”
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)
2026-04-23
  
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
547
OK
520
Errors
27
Tokens
7,689,738
Per-job summary
JOB STATUS RUNS OK ERR MODELS TOKENS LAST RUN
camping20enabled40382420092304/28 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
camping20enabledgrok-4-1-fast3โ€”
camping20enabledgrok-4-1-fast-non-reasoning14โ€”
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)
2026-04-06
  
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.