diff --git a/.changeset/sim-metrics-count-fields.md b/.changeset/sim-metrics-count-fields.md
new file mode 100644
index 000000000..5b04c421b
--- /dev/null
+++ b/.changeset/sim-metrics-count-fields.md
@@ -0,0 +1,5 @@
+---
+"github.com/livekit/protocol": patch
+---
+
+agent simulation JobMetrics: add TTS.cer, add STT/TTS words/chars counts, replace `jobs_failed` with `jobs_measured`
diff --git a/livekit/livekit_agent_simulation.pb.go b/livekit/livekit_agent_simulation.pb.go
index af7af849c..a036492f6 100644
--- a/livekit/livekit_agent_simulation.pb.go
+++ b/livekit/livekit_agent_simulation.pb.go
@@ -1046,7 +1046,7 @@ type SimulationRun_RunMetrics struct {
 	Tts                *SimulationRun_JobMetrics_TTS          `protobuf:"bytes,6,opt,name=tts,proto3" json:"tts,omitempty"`
 	Conversation       *SimulationRun_JobMetrics_Conversation `protobuf:"bytes,7,opt,name=conversation,proto3" json:"conversation,omitempty"`
 	JobsTotal          uint32                                 `protobuf:"varint,9,opt,name=jobs_total,json=jobsTotal,proto3" json:"jobs_total,omitempty"`
-	JobsFailed         uint32                                 `protobuf:"varint,10,opt,name=jobs_failed,json=jobsFailed,proto3" json:"jobs_failed,omitempty"`                           // infra failures, excluded from aggregates
+	JobsMeasured       uint32                                 `protobuf:"varint,10,opt,name=jobs_measured,json=jobsMeasured,proto3" json:"jobs_measured,omitempty"`                     // composites cover jobs_measured - jobs_simulator_fault
 	JobsSimulatorFault uint32                                 `protobuf:"varint,11,opt,name=jobs_simulator_fault,json=jobsSimulatorFault,proto3" json:"jobs_simulator_fault,omitempty"` // spoiled by the simulator: flagged, not scored
 	unknownFields      protoimpl.UnknownFields
 	sizeCache          protoimpl.SizeCache
@@ -1138,9 +1138,9 @@ func (x *SimulationRun_RunMetrics) GetJobsTotal() uint32 {
 	return 0
 }
 
-func (x *SimulationRun_RunMetrics) GetJobsFailed() uint32 {
+func (x *SimulationRun_RunMetrics) GetJobsMeasured() uint32 {
 	if x != nil {
-		return x.JobsFailed
+		return x.JobsMeasured
 	}
 	return 0
 }
@@ -1442,7 +1442,9 @@ type SimulationRun_JobMetrics_STT struct {
 	Wer                    *float32               `protobuf:"fixed32,1,opt,name=wer,proto3,oneof" json:"wer,omitempty"`    // word error rate, pooled: word_errors / words
 	Words                  *uint32                `protobuf:"varint,2,opt,name=words,proto3,oneof" json:"words,omitempty"` // pooling stats: run WER = sum errors / sum words
 	WordErrors             *uint32                `protobuf:"varint,3,opt,name=word_errors,json=wordErrors,proto3,oneof" json:"word_errors,omitempty"`
-	Cer                    *float32               `protobuf:"fixed32,4,opt,name=cer,proto3,oneof" json:"cer,omitempty"`                                          // character error rate, pooled
+	Cer                    *float32               `protobuf:"fixed32,4,opt,name=cer,proto3,oneof" json:"cer,omitempty"` // character error rate, pooled
+	Chars                  *uint32                `protobuf:"varint,9,opt,name=chars,proto3,oneof" json:"chars,omitempty"`
+	CharErrors             *uint32                `protobuf:"varint,10,opt,name=char_errors,json=charErrors,proto3,oneof" json:"char_errors,omitempty"`
 	KeytermRecall          *float32               `protobuf:"fixed32,5,opt,name=keyterm_recall,json=keytermRecall,proto3,oneof" json:"keyterm_recall,omitempty"` // recall of uttered key entities (names, IDs, amounts)
 	KeytermsUttered        *uint32                `protobuf:"varint,6,opt,name=keyterms_uttered,json=keytermsUttered,proto3,oneof" json:"keyterms_uttered,omitempty"`
 	KeytermsRecognized     *uint32                `protobuf:"varint,7,opt,name=keyterms_recognized,json=keytermsRecognized,proto3,oneof" json:"keyterms_recognized,omitempty"`
@@ -1509,6 +1511,20 @@ func (x *SimulationRun_JobMetrics_STT) GetCer() float32 {
 	return 0
 }
 
+func (x *SimulationRun_JobMetrics_STT) GetChars() uint32 {
+	if x != nil && x.Chars != nil {
+		return *x.Chars
+	}
+	return 0
+}
+
+func (x *SimulationRun_JobMetrics_STT) GetCharErrors() uint32 {
+	if x != nil && x.CharErrors != nil {
+		return *x.CharErrors
+	}
+	return 0
+}
+
 func (x *SimulationRun_JobMetrics_STT) GetKeytermRecall() float32 {
 	if x != nil && x.KeytermRecall != nil {
 		return *x.KeytermRecall
@@ -1612,8 +1628,13 @@ type SimulationRun_JobMetrics_TTS struct {
 	// bytes before actual speech, so byte-level TTFB alone over-promises;
 	// it is kept below for disambiguation.
 	TtfaMs           *uint32  `protobuf:"varint,1,opt,name=ttfa_ms,json=ttfaMs,proto3,oneof" json:"ttfa_ms,omitempty"`
-	TtfbMs           *uint32  `protobuf:"varint,2,opt,name=ttfb_ms,json=ttfbMs,proto3,oneof" json:"ttfb_ms,omitempty"`                                // provider byte-level TTFB, agent-reported
-	Wer              *float32 `protobuf:"fixed32,3,opt,name=wer,proto3,oneof" json:"wer,omitempty"`                                                   // intelligibility: intended text vs a transcription of the output audio
+	TtfbMs           *uint32  `protobuf:"varint,2,opt,name=ttfb_ms,json=ttfbMs,proto3,oneof" json:"ttfb_ms,omitempty"` // provider byte-level TTFB, agent-reported
+	Wer              *float32 `protobuf:"fixed32,3,opt,name=wer,proto3,oneof" json:"wer,omitempty"`                    // word error rate, pooled: word_errors / words
+	Words            *uint32  `protobuf:"varint,7,opt,name=words,proto3,oneof" json:"words,omitempty"`
+	WordErrors       *uint32  `protobuf:"varint,8,opt,name=word_errors,json=wordErrors,proto3,oneof" json:"word_errors,omitempty"`
+	Cer              *float32 `protobuf:"fixed32,9,opt,name=cer,proto3,oneof" json:"cer,omitempty"` // character error rate, pooled
+	Chars            *uint32  `protobuf:"varint,10,opt,name=chars,proto3,oneof" json:"chars,omitempty"`
+	CharErrors       *uint32  `protobuf:"varint,11,opt,name=char_errors,json=charErrors,proto3,oneof" json:"char_errors,omitempty"`
 	SpeechRateWpm    *float32 `protobuf:"fixed32,4,opt,name=speech_rate_wpm,json=speechRateWpm,proto3,oneof" json:"speech_rate_wpm,omitempty"`        // speaking rate; conversational English ~110-150
 	NaturalnessScore *float32 `protobuf:"fixed32,5,opt,name=naturalness_score,json=naturalnessScore,proto3,oneof" json:"naturalness_score,omitempty"` // judged 0-1: prosody / expressiveness
 	EnunciationScore *float32 `protobuf:"fixed32,6,opt,name=enunciation_score,json=enunciationScore,proto3,oneof" json:"enunciation_score,omitempty"` // judged 0-1: key entities audibly intact
@@ -1672,6 +1693,41 @@ func (x *SimulationRun_JobMetrics_TTS) GetWer() float32 {
 	return 0
 }
 
+func (x *SimulationRun_JobMetrics_TTS) GetWords() uint32 {
+	if x != nil && x.Words != nil {
+		return *x.Words
+	}
+	return 0
+}
+
+func (x *SimulationRun_JobMetrics_TTS) GetWordErrors() uint32 {
+	if x != nil && x.WordErrors != nil {
+		return *x.WordErrors
+	}
+	return 0
+}
+
+func (x *SimulationRun_JobMetrics_TTS) GetCer() float32 {
+	if x != nil && x.Cer != nil {
+		return *x.Cer
+	}
+	return 0
+}
+
+func (x *SimulationRun_JobMetrics_TTS) GetChars() uint32 {
+	if x != nil && x.Chars != nil {
+		return *x.Chars
+	}
+	return 0
+}
+
+func (x *SimulationRun_JobMetrics_TTS) GetCharErrors() uint32 {
+	if x != nil && x.CharErrors != nil {
+		return *x.CharErrors
+	}
+	return 0
+}
+
 func (x *SimulationRun_JobMetrics_TTS) GetSpeechRateWpm() float32 {
 	if x != nil && x.SpeechRateWpm != nil {
 		return *x.SpeechRateWpm
@@ -2767,7 +2823,7 @@ const file_livekit_agent_simulation_proto_rawDesc = "" +
 	"\n" +
 	"suggestion\x18\x02 \x01(\tR\n" +
 	"suggestion\x12\x14\n" +
-	"\x05label\x18\x03 \x01(\tR\x05label\"\xdd<\n" +
+	"\x05label\x18\x03 \x01(\tR\x05label\"\x91?\n" +
 	"\rSimulationRun\x12\x0e\n" +
 	"\x02id\x18\x01 \x01(\tR\x02id\x12\x1d\n" +
 	"\n" +
@@ -2817,7 +2873,7 @@ const file_livekit_agent_simulation_proto_rawDesc = "" +
 	"\x10STATUS_COMPLETED\x10\x02\x12\x11\n" +
 	"\rSTATUS_FAILED\x10\x03\x12\x14\n" +
 	"\x10STATUS_CANCELLED\x10\x04J\x04\b\t\x10\n" +
-	"\x1a\x99 \n" +
+	"\x1a\xc9\"\n" +
 	"\n" +
 	"JobMetrics\x12*\n" +
 	"\x0eaccuracy_score\x18\x01 \x01(\x02H\x00R\raccuracyScore\x88\x01\x01\x12.\n" +
@@ -2834,21 +2890,27 @@ const file_livekit_agent_simulation_proto_rawDesc = "" +
 	"judgeModel\x12*\n" +
 	"\x11audio_judge_model\x18\v \x01(\tR\x0faudioJudgeModel\x12,\n" +
 	"\x12has_remote_session\x18\f \x01(\bR\x10hasRemoteSession\x12*\n" +
-	"\x02t0\x18\r \x01(\v2\x1a.google.protobuf.TimestampR\x02t0\x1a\xcc\x03\n" +
+	"\x02t0\x18\r \x01(\v2\x1a.google.protobuf.TimestampR\x02t0\x1a\xa7\x04\n" +
 	"\x03STT\x12\x15\n" +
 	"\x03wer\x18\x01 \x01(\x02H\x00R\x03wer\x88\x01\x01\x12\x19\n" +
 	"\x05words\x18\x02 \x01(\rH\x01R\x05words\x88\x01\x01\x12$\n" +
 	"\vword_errors\x18\x03 \x01(\rH\x02R\n" +
 	"wordErrors\x88\x01\x01\x12\x15\n" +
-	"\x03cer\x18\x04 \x01(\x02H\x03R\x03cer\x88\x01\x01\x12*\n" +
-	"\x0ekeyterm_recall\x18\x05 \x01(\x02H\x04R\rkeytermRecall\x88\x01\x01\x12.\n" +
-	"\x10keyterms_uttered\x18\x06 \x01(\rH\x05R\x0fkeytermsUttered\x88\x01\x01\x124\n" +
-	"\x13keyterms_recognized\x18\a \x01(\rH\x06R\x12keytermsRecognized\x88\x01\x01\x12=\n" +
-	"\x18transcription_latency_ms\x18\b \x01(\rH\aR\x16transcriptionLatencyMs\x88\x01\x01B\x06\n" +
+	"\x03cer\x18\x04 \x01(\x02H\x03R\x03cer\x88\x01\x01\x12\x19\n" +
+	"\x05chars\x18\t \x01(\rH\x04R\x05chars\x88\x01\x01\x12$\n" +
+	"\vchar_errors\x18\n" +
+	" \x01(\rH\x05R\n" +
+	"charErrors\x88\x01\x01\x12*\n" +
+	"\x0ekeyterm_recall\x18\x05 \x01(\x02H\x06R\rkeytermRecall\x88\x01\x01\x12.\n" +
+	"\x10keyterms_uttered\x18\x06 \x01(\rH\aR\x0fkeytermsUttered\x88\x01\x01\x124\n" +
+	"\x13keyterms_recognized\x18\a \x01(\rH\bR\x12keytermsRecognized\x88\x01\x01\x12=\n" +
+	"\x18transcription_latency_ms\x18\b \x01(\rH\tR\x16transcriptionLatencyMs\x88\x01\x01B\x06\n" +
 	"\x04_werB\b\n" +
 	"\x06_wordsB\x0e\n" +
 	"\f_word_errorsB\x06\n" +
-	"\x04_cerB\x11\n" +
+	"\x04_cerB\b\n" +
+	"\x06_charsB\x0e\n" +
+	"\f_char_errorsB\x11\n" +
 	"\x0f_keyterm_recallB\x13\n" +
 	"\x11_keyterms_utteredB\x16\n" +
 	"\x14_keyterms_recognizedB\x1b\n" +
@@ -2863,19 +2925,33 @@ const file_livekit_agent_simulation_proto_rawDesc = "" +
 	"\n" +
 	"\b_ttfs_msB\x14\n" +
 	"\x12_tokens_per_secondB\x14\n" +
-	"\x12_conciseness_score\x1a\xc9\x02\n" +
+	"\x12_conciseness_score\x1a\x9e\x04\n" +
 	"\x03TTS\x12\x1c\n" +
 	"\attfa_ms\x18\x01 \x01(\rH\x00R\x06ttfaMs\x88\x01\x01\x12\x1c\n" +
 	"\attfb_ms\x18\x02 \x01(\rH\x01R\x06ttfbMs\x88\x01\x01\x12\x15\n" +
-	"\x03wer\x18\x03 \x01(\x02H\x02R\x03wer\x88\x01\x01\x12+\n" +
-	"\x0fspeech_rate_wpm\x18\x04 \x01(\x02H\x03R\rspeechRateWpm\x88\x01\x01\x120\n" +
-	"\x11naturalness_score\x18\x05 \x01(\x02H\x04R\x10naturalnessScore\x88\x01\x01\x120\n" +
-	"\x11enunciation_score\x18\x06 \x01(\x02H\x05R\x10enunciationScore\x88\x01\x01B\n" +
+	"\x03wer\x18\x03 \x01(\x02H\x02R\x03wer\x88\x01\x01\x12\x19\n" +
+	"\x05words\x18\a \x01(\rH\x03R\x05words\x88\x01\x01\x12$\n" +
+	"\vword_errors\x18\b \x01(\rH\x04R\n" +
+	"wordErrors\x88\x01\x01\x12\x15\n" +
+	"\x03cer\x18\t \x01(\x02H\x05R\x03cer\x88\x01\x01\x12\x19\n" +
+	"\x05chars\x18\n" +
+	" \x01(\rH\x06R\x05chars\x88\x01\x01\x12$\n" +
+	"\vchar_errors\x18\v \x01(\rH\aR\n" +
+	"charErrors\x88\x01\x01\x12+\n" +
+	"\x0fspeech_rate_wpm\x18\x04 \x01(\x02H\bR\rspeechRateWpm\x88\x01\x01\x120\n" +
+	"\x11naturalness_score\x18\x05 \x01(\x02H\tR\x10naturalnessScore\x88\x01\x01\x120\n" +
+	"\x11enunciation_score\x18\x06 \x01(\x02H\n" +
+	"R\x10enunciationScore\x88\x01\x01B\n" +
 	"\n" +
 	"\b_ttfa_msB\n" +
 	"\n" +
 	"\b_ttfb_msB\x06\n" +
-	"\x04_werB\x12\n" +
+	"\x04_werB\b\n" +
+	"\x06_wordsB\x0e\n" +
+	"\f_word_errorsB\x06\n" +
+	"\x04_cerB\b\n" +
+	"\x06_charsB\x0e\n" +
+	"\f_char_errorsB\x12\n" +
 	"\x10_speech_rate_wpmB\x14\n" +
 	"\x12_naturalness_scoreB\x14\n" +
 	"\x12_enunciation_score\x1a\x86\n" +
@@ -2950,7 +3026,7 @@ const file_livekit_agent_simulation_proto_rawDesc = "" +
 	"\x12_enunciation_scoreB\x11\n" +
 	"\x0f_accuracy_scoreB\x13\n" +
 	"\x11_experience_scoreB\x12\n" +
-	"\x10_task_completion\x1a\xcb\x04\n" +
+	"\x10_task_completion\x1a\xcf\x04\n" +
 	"\n" +
 	"RunMetrics\x12*\n" +
 	"\x0eaccuracy_score\x18\x01 \x01(\x02H\x00R\raccuracyScore\x88\x01\x01\x12.\n" +
@@ -2961,10 +3037,9 @@ const file_livekit_agent_simulation_proto_rawDesc = "" +
 	"\x03tts\x18\x06 \x01(\v2%.livekit.SimulationRun.JobMetrics.TTSR\x03tts\x12R\n" +
 	"\fconversation\x18\a \x01(\v2..livekit.SimulationRun.JobMetrics.ConversationR\fconversation\x12\x1d\n" +
 	"\n" +
-	"jobs_total\x18\t \x01(\rR\tjobsTotal\x12\x1f\n" +
-	"\vjobs_failed\x18\n" +
-	" \x01(\rR\n" +
-	"jobsFailed\x120\n" +
+	"jobs_total\x18\t \x01(\rR\tjobsTotal\x12#\n" +
+	"\rjobs_measured\x18\n" +
+	" \x01(\rR\fjobsMeasured\x120\n" +
 	"\x14jobs_simulator_fault\x18\v \x01(\rR\x12jobsSimulatorFaultB\x11\n" +
 	"\x0f_accuracy_scoreB\x13\n" +
 	"\x11_experience_scoreB\x15\n" +
diff --git a/livekit/livekit_agent_simulation.twirp.go b/livekit/livekit_agent_simulation.twirp.go
index 364665b48..7d1fca026 100644
--- a/livekit/livekit_agent_simulation.twirp.go
+++ b/livekit/livekit_agent_simulation.twirp.go
@@ -1912,217 +1912,221 @@ func (s *agentSimulationServer) PathPrefix() string {
 }
 
 var twirpFileDescriptor9 = []byte{
-	// 3380 bytes of a gzipped FileDescriptorProto
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+	0xfb, 0xff, 0x0f, 0x2a, 0xe4, 0x1e, 0xc0, 0x79, 0x30, 0xe0, 0xea, 0x46, 0x52, 0x31, 0x80, 0x56,
+	0xa5, 0x04, 0x53, 0x1d, 0xf2, 0x10, 0xea, 0xa8, 0x1e, 0x31, 0x8b, 0x47, 0xf2, 0xc3, 0x1a, 0x03,
+	0x00, 0x5d, 0x96, 0xc2, 0x23, 0x2d, 0x23, 0xcf, 0x60, 0x0d, 0x41, 0xc9, 0xdb, 0x8a, 0xf9, 0xd6,
+	0x8a, 0x3c, 0x9d, 0x09, 0x51, 0x22, 0x75, 0xc9, 0x25, 0xf2, 0x52, 0x6a, 0x6e, 0x4c, 0xa7, 0xdb,
+	0xb0, 0x6a, 0xce, 0x1e, 0xa8, 0xf1, 0xdf, 0x05, 0x28, 0xef, 0x62, 0xe1, 0xc2, 0xf8, 0xf7, 0x3c,
+	0x2c, 0x51, 0xf6, 0xe7, 0x11, 0xe3, 0x62, 0xaa, 0x2a, 0x93, 0x9b, 0xae, 0xca, 0x4c, 0x16, 0x2c,
+	0xf2, 0xd3, 0x05, 0x8b, 0x39, 0xef, 0xfa, 0xc5, 0xb9, 0xef, 0xfa, 0xeb, 0x50, 0x0e, 0xd9, 0x50,
+	0x1e, 0x40, 0x59, 0x3f, 0xbf, 0x62, 0x8b, 0x74, 0x66, 0x2a, 0x1e, 0x4b, 0x57, 0x55, 0x3c, 0x24,
+	0xe1, 0x27, 0x6a, 0x1e, 0x92, 0x8d, 0x9f, 0x4d, 0xbe, 0xff, 0x57, 0xf4, 0xb7, 0x42, 0x56, 0xa8,
+	0x12, 0x5b, 0x55, 0x04, 0xa8, 0xde, 0xa0, 0x08, 0x80, 0x9b, 0x3d, 0x39, 0x31, 0xf5, 0xc1, 0x94,
+	0x76, 0xf9, 0xba, 0x58, 0x29, 0xb4, 0x8a, 0x74, 0xb6, 0xfa, 0x64, 0xfc, 0x55, 0x0e, 0x2a, 0x54,
+	0x87, 0x33, 0xf2, 0x18, 0x56, 0xd2, 0xdd, 0x31, 0xc3, 0xc8, 0x4f, 0xb7, 0xb9, 0xc9, 0xb3, 0xdc,
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+	0x51, 0x68, 0xb3, 0xd3, 0xb1, 0x17, 0x58, 0x8e, 0xf1, 0x17, 0x37, 0xe6, 0xc0, 0xdc, 0x25, 0xe4,
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+	0xd0, 0xc5, 0x88, 0x86, 0x14, 0x77, 0x13, 0xa9, 0x01, 0xe9, 0x1e, 0x19, 0xbf, 0xcd, 0x41, 0xe1,
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+	0xfc, 0x6b, 0x82, 0x63, 0x59, 0x13, 0x2a, 0x21, 0xc6, 0x3f, 0xe5, 0xa1, 0x78, 0xe8, 0x72, 0x61,
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+	0xdf, 0x48, 0x76, 0xfe, 0x02, 0x60, 0x6c, 0x0d, 0x99, 0x7a, 0x8f, 0xc1, 0x3d, 0xab, 0x6d, 0xb5,
+	0x13, 0xfb, 0xbe, 0x94, 0x9e, 0x58, 0x43, 0x9d, 0xc8, 0xed, 0xe7, 0x68, 0x55, 0xa2, 0x51, 0x2c,
+	0x73, 0x40, 0x79, 0x99, 0xaa, 0xbe, 0x3a, 0x75, 0xa8, 0x99, 0x69, 0x4f, 0xc6, 0x87, 0x09, 0x2e,
+	0x16, 0xc3, 0xc8, 0xe7, 0xed, 0x1c, 0x3e, 0xde, 0x2e, 0x5a, 0x3e, 0x62, 0xc8, 0x1f, 0x42, 0xd3,
+	0x67, 0x1f, 0x44, 0xa6, 0x2b, 0x4d, 0xc2, 0x85, 0x93, 0xa2, 0x75, 0x69, 0x70, 0x12, 0x4f, 0xcb,
+	0x38, 0x87, 0xf2, 0xae, 0xe5, 0xdb, 0xcc, 0xfb, 0x91, 0xce, 0x35, 0xcb, 0xa0, 0x1f, 0xb9, 0xa0,
+	0xf2, 0x7d, 0x2e, 0xa9, 0xa8, 0xdc, 0x85, 0xdb, 0x93, 0x15, 0x15, 0xf3, 0xf4, 0xe4, 0xf0, 0xcd,
+	0xce, 0x5e, 0xeb, 0x16, 0xb9, 0x0d, 0x2b, 0x5a, 0xf5, 0xaa, 0x7b, 0xdc, 0xa5, 0x3b, 0x7d, 0x55,
+	0x5b, 0x99, 0xad, 0xb7, 0xe4, 0xc9, 0x3a, 0x10, 0x2d, 0xeb, 0x9d, 0x1e, 0x1d, 0xed, 0xd0, 0x83,
+	0xef, 0xa4, 0xbc, 0x30, 0xb7, 0x0e, 0x53, 0x9c, 0xad, 0xc3, 0x94, 0xe6, 0xd6, 0x61, 0xca, 0xaf,
+	0x8b, 0x95, 0x4a, 0xab, 0x4a, 0x97, 0x74, 0xb5, 0x71, 0xe3, 0xfb, 0x02, 0x54, 0xe2, 0xf0, 0x99,
+	0x96, 0xee, 0x72, 0xd9, 0xd2, 0xdd, 0x74, 0xe5, 0x30, 0x3f, 0xa7, 0x72, 0x38, 0xbf, 0x46, 0x58,
+	0x58, 0x54, 0x23, 0x7c, 0xaa, 0xab, 0x81, 0x45, 0x64, 0xd9, 0x47, 0x33, 0x81, 0x7c, 0xb3, 0x6f,
+	0x0d, 0xb9, 0xfa, 0xfb, 0x83, 0x2a, 0x15, 0x1a, 0x50, 0x89, 0x38, 0x0b, 0x1d, 0x4b, 0x58, 0xba,
+	0xf2, 0x98, 0xb4, 0x8d, 0xbf, 0xcb, 0xc1, 0x8a, 0xba, 0xb5, 0x5e, 0x86, 0xc1, 0x48, 0xbf, 0xe6,
+	0x1b, 0xbf, 0xba, 0x31, 0xa1, 0x32, 0x75, 0xbf, 0xfc, 0x44, 0xdd, 0x2f, 0xbd, 0x90, 0x0a, 0xd9,
+	0x0b, 0xc9, 0xd8, 0xce, 0xf8, 0xcb, 0x97, 0x50, 0x89, 0xef, 0x00, 0x1d, 0x32, 0x56, 0x66, 0x56,
+	0x43, 0x13, 0x88, 0xf1, 0x35, 0x54, 0x93, 0xa5, 0xcd, 0xf9, 0xe3, 0xc6, 0x5a, 0xf6, 0x8f, 0x1b,
+	0xd5, 0xcc, 0x9f, 0x33, 0x36, 0xfa, 0x50, 0x9f, 0xb8, 0xe5, 0x08, 0x81, 0x22, 0xde, 0xb7, 0xca,
+	0x1a, 0x7f, 0x93, 0xa7, 0x50, 0x8d, 0x47, 0x92, 0xc7, 0x54, 0x98, 0x3f, 0x9b, 0x14, 0xb3, 0xf1,
+	0x0f, 0x39, 0x20, 0xa9, 0x67, 0xef, 0xb9, 0x7c, 0x6c, 0x09, 0xfb, 0xec, 0x07, 0x5d, 0x48, 0xb7,
+	0xa1, 0x7c, 0x1e, 0x0c, 0xd2, 0xcd, 0x2b, 0x9d, 0x07, 0x83, 0x03, 0x67, 0x62, 0x5f, 0x0a, 0xd7,
+	0xee, 0x4b, 0x72, 0xf1, 0x16, 0x6f, 0x70, 0xf1, 0x3e, 0x7e, 0x0b, 0x8d, 0x49, 0x39, 0xf9, 0x04,
+	0x3e, 0xea, 0x1d, 0x1c, 0x9d, 0x1e, 0xee, 0xf4, 0x0f, 0xde, 0x1c, 0x9b, 0x47, 0x6f, 0xf6, 0xba,
+	0xe6, 0xe9, 0x71, 0xef, 0xa4, 0xbb, 0x7b, 0xf0, 0xf2, 0xa0, 0x2b, 0xfd, 0xae, 0x0d, 0x6b, 0xd3,
+	0x80, 0x7e, 0xf7, 0x4f, 0xfa, 0xad, 0x1c, 0x3a, 0xeb, 0x94, 0x66, 0xe7, 0x74, 0xef, 0xe0, 0x4d,
+	0x2b, 0xbf, 0xf5, 0xbb, 0x12, 0x34, 0x77, 0x24, 0x77, 0xd3, 0xd1, 0x88, 0x03, 0xab, 0x8a, 0x6b,
+	0x93, 0x7f, 0x64, 0x59, 0x94, 0x6e, 0x2a, 0xec, 0x66, 0x7c, 0xd1, 0xfe, 0xf4, 0x3a, 0x98, 0x66,
+	0xd5, 0x6f, 0x72, 0x70, 0x2f, 0xbe, 0x90, 0x13, 0x60, 0xf6, 0x6a, 0x26, 0x5b, 0x8b, 0x7a, 0x9a,
+	0xbd, 0xc6, 0x93, 0xd1, 0xbf, 0xfa, 0x41, 0x36, 0x7a, 0x2a, 0x7f, 0x0a, 0xad, 0x57, 0x4c, 0x4c,
+	0xae, 0x76, 0x63, 0x41, 0x47, 0xaf, 0x98, 0x48, 0x06, 0x7b, 0x78, 0x25, 0x46, 0x77, 0x6e, 0x02,
+	0x91, 0x17, 0xe8, 0x04, 0x82, 0x93, 0x45, 0xa6, 0x12, 0x9a, 0xf4, 0xff, 0xe9, 0xd5, 0x20, 0x3d,
+	0x80, 0x3c, 0x2e, 0xbc, 0x60, 0x6e, 0x78, 0x5c, 0x88, 0xbd, 0xfe, 0xb8, 0x62, 0x98, 0x1e, 0xe5,
+	0x3d, 0xdc, 0xd5, 0xa4, 0xd0, 0x7c, 0xce, 0x04, 0x22, 0xf2, 0x64, 0x36, 0xba, 0xcd, 0x44, 0xab,
+	0x64, 0xc4, 0x2f, 0x6e, 0x06, 0x56, 0xe3, 0x76, 0x5e, 0x7e, 0xf7, 0x70, 0xe8, 0x8a, 0xb3, 0x68,
+	0xb0, 0x69, 0x07, 0xa3, 0xf8, 0x0f, 0x7a, 0xea, 0x4f, 0x78, 0x76, 0xe0, 0xc5, 0x82, 0xbf, 0xcf,
+	0xd7, 0x0f, 0xdd, 0xf7, 0xec, 0x8f, 0x30, 0x27, 0x0c, 0x44, 0xf0, 0x9f, 0xf9, 0x86, 0x6e, 0xbf,
+	0x78, 0x81, 0x82, 0x41, 0x19, 0x4d, 0xbe, 0xfa, 0x9f, 0x00, 0x00, 0x00, 0xff, 0xff, 0x52, 0xb5,
+	0x07, 0x92, 0x13, 0x28, 0x00, 0x00,
 }
diff --git a/protobufs/livekit_agent_simulation.proto b/protobufs/livekit_agent_simulation.proto
index 5aa142491..c8f8a9847 100644
--- a/protobufs/livekit_agent_simulation.proto
+++ b/protobufs/livekit_agent_simulation.proto
@@ -111,6 +111,8 @@ message SimulationRun {
       optional uint32 words = 2;                    // pooling stats: run WER = sum errors / sum words
       optional uint32 word_errors = 3;
       optional float cer = 4;                       // character error rate, pooled
+      optional uint32 chars = 9;
+      optional uint32 char_errors = 10;
       optional float keyterm_recall = 5;            // recall of uttered key entities (names, IDs, amounts)
       optional uint32 keyterms_uttered = 6;
       optional uint32 keyterms_recognized = 7;
@@ -131,7 +133,12 @@ message SimulationRun {
       // it is kept below for disambiguation.
       optional uint32 ttfa_ms = 1;
       optional uint32 ttfb_ms = 2;             // provider byte-level TTFB, agent-reported
-      optional float wer = 3;                  // intelligibility: intended text vs a transcription of the output audio
+      optional float wer = 3;                  // word error rate, pooled: word_errors / words
+      optional uint32 words = 7;
+      optional uint32 word_errors = 8;
+      optional float cer = 9;                  // character error rate, pooled
+      optional uint32 chars = 10;
+      optional uint32 char_errors = 11;
       optional float speech_rate_wpm = 4;      // speaking rate; conversational English ~110-150
       optional float naturalness_score = 5;    // judged 0-1: prosody / expressiveness
       optional float enunciation_score = 6;    // judged 0-1: key entities audibly intact
@@ -198,7 +205,7 @@ message SimulationRun {
     JobMetrics.Conversation conversation = 7;
 
     uint32 jobs_total = 9;
-    uint32 jobs_failed = 10;           // infra failures, excluded from aggregates
+    uint32 jobs_measured = 10;         // composites cover jobs_measured - jobs_simulator_fault
     uint32 jobs_simulator_fault = 11;  // spoiled by the simulator: flagged, not scored
   }